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Image Classification archive 2025-07-28

ImageNet Benchmark (Image Classification)

1,060 rows 988 with code listed 6 metrics Dataset page

Image Classification is a fundamental task in vision recognition that aims to understand and categorize an image as a whole under a specific label. Unlike object detection, which involves classification and location of multiple objects within an image, image classification typically pertains to single-object images. When the classification becomes highly detailed or reaches instance-level, it is often referred to as image retrieval, which also involves finding similar images in a large database.

Source: Metamorphic Testing for Object Detection Systems

The archive carries no text for this table; the description above is the archive's text for the task Image Classification. archive 2025-07-28

Over time archive 2025-07-28

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Direction inferred from the metric name, not from the archive: Top 1 Accuracy (higher is better), Number of params (lower is better), Top 5 Accuracy (higher is better). Not inferred (points only, no best-so-far line): GFLOPs, Hardware Burden, Operations per network pass. Points are placed at the row's paper date; 1,042 of 1,060 rows carry one.

Results archive 2025-07-28

Archive rows end at the archive snapshot, 2025-07-28: no result published after that date is in this table. Rank is the archive's row order at that snapshot; not re-ranked here. Metric values are the archive's strings. Column headers sort the table in your browser; each row keeps its archive rank.

Paper Code Ran Syntology Report
1 CoCa (finetuned) 91.0%2100M – Paper Code 2022 9 of 17 ran · 8 unverified report
2 Model soups (BASIC-L) 90.98%2440M – Paper Code 2022 5 of 17 ran · 12 unverified report
3 Model soups (ViT-G/14) 90.94%1843M – Paper Code 2022 5 of 17 ran · 12 unverified report
4 DaViT-G 90.4%1437M1038 – Paper Code 2022 8 of 15 ran · 7 unverified report
5 DaViT-H 90.2%362M334 – Paper Code 2022 8 of 15 ran · 7 unverified report
6 Meta Pseudo Labels (EfficientNet-L2) 90.2%480M95040G98.8 – Paper Code 2020 5 of 14 ran · 9 unverified report
7 SwinV2-G 90.17%3000M – Paper Code 2021 3 of 30 ran · 27 unverified report
8 MAWS (ViT-6.5B) 90.1%6500M – Paper Code 2023 linked, not harvested report
9 Florence-CoSwin-H 90.05%893M99.02 – Paper Code 2021 linked, not harvested report
10 Meta Pseudo Labels (EfficientNet-B6-Wide) 90%390M – Paper Code 2020 5 of 14 ran · 9 unverified report
11 RevCol-H 90.0%2158M – Paper Code 2022 8 of 11 ran · 3 unverified report
12 MAWS (ViT-2B) 89.8%2000M – Paper Code 2023 linked, not harvested report
13 EVA 89.7%1000M – Paper Code 2022 1 of 3 ran · 2 unverified report
14 M3I Pre-training (InternImage-H) 89.6% – Paper Code 2022 linked, not harvested report
15 ViT-L/16 (384res, distilled from ViT-22B) 89.6%307M – Paper Code 2023 linked, not harvested report
16 InternImage-H 89.6%1080M1478 – Paper Code 2022 2 of 4 ran · 2 unverified report
17 MaxViT-XL (512res, JFT) 89.53% – Paper Code 2022 33 of 53 ran · 20 unverified report
18 AIMv2-3B (448 res) 89.5% – Paper Code 2024 0 of 3 ran · 3 unverified report
19 MAWS (ViT-H) 89.5%650M – Paper Code 2023 linked, not harvested report
20 MaxViT-L (512res, JFT) 89.41% – Paper Code 2022 33 of 53 ran · 20 unverified report
21 MaxViT-XL (384res, JFT) 89.36% – Paper Code 2022 33 of 53 ran · 20 unverified report
22 OmniVec2 89.3% – Paper – 2024 no code linked report
23 NFNet-F4+ 89.2%527M367 – Paper Code 2021 3 of 3 ran · 0 unverified report
24 MaxViT-L (384res, JFT) 89.12% – Paper Code 2022 33 of 53 ran · 20 unverified report
25 MOAT-4 22K+1K 89.1%483.2M648.5 – Paper Code 2022 linked, not harvested report
26 FD (CLIP ViT-L-336) 89.0%307M – Paper Code 2022 2 of 8 ran · 6 unverified report
27 Last Layer Tuning with Newton Step (ViT-G/14)) 88.9% – Paper Code 2022 linked, not harvested report
28 TokenLearner L/8 (24+11) 88.87%460M – Paper Code 2021 3 of 3 ran · 0 unverified report
29 MaxViT-B (512res, JFT) 88.82% – Paper Code 2022 33 of 53 ran · 20 unverified report
30 MAWS (ViT-L) 88.8% – Paper Code 2023 linked, not harvested report
31 MViTv2-H (512 res, ImageNet-21k pretrain) 88.8%667M763.5 – Paper Code 2021 linked, not harvested report
32 MaxViT-XL (512res, 21K) 88.7% – Paper Code 2022 33 of 53 ran · 20 unverified report
33 MaxViT-B (384res, JFT) 88.69% – Paper Code 2022 33 of 53 ran · 20 unverified report
34 ALIGN (EfficientNet-L2) 88.64%480M – Paper Code 2021 8 of 10 ran · 2 unverified report
35 EfficientNet-L2-475 (SAM) 88.61%480M – Paper Code 2020 8 of 20 ran · 12 unverified report
36 ViT-B/16 88.6%86M – Paper Code 2023 linked, not harvested report
37 BEiT-L (ViT; ImageNet-22K pretrain) 88.60%331M – Paper Code 2021 6 of 11 ran · 5 unverified report
38 SWAG (ViT H/14) 88.6%633.5M1018.8 – Paper Code 2022 linked, not harvested report
39 ViT-H/14 88.55% – Paper Code 2020 281 of 419 ran · 138 unverified report
40 CoAtNet-3 @384 88.52%114 – Paper Code 2021 2 of 5 ran · 3 unverified report
41 MaxViT-XL (384res, 21K) 88.51% – Paper Code 2022 33 of 53 ran · 20 unverified report
42 OpenCLIP ViT-H/14 88.5% – Paper Code 2022 3 of 3 ran · 0 unverified report
43 AIMv2-3B 88.5% – Paper Code 2024 0 of 3 ran · 3 unverified report
44 FixEfficientNet-L2 88.5%480M585 – Paper Code 2020 linked, not harvested report
45 ViTAE-H + MAE (448) 88.5%644M – Paper Code 2022 15 of 25 ran · 10 unverified report
46 MaxViT-L (512res, 21K) 88.46% – Paper Code 2022 33 of 53 ran · 20 unverified report
47 MViTv2-L (384 res, ImageNet-21k pretrain) 88.4%218M140.7 – Paper Code 2021 linked, not harvested report
48 NoisyStudent (EfficientNet-L2) 88.4%480M51800G – Paper Code 2019 5 of 24 ran · 19 unverified report
49 MaxViT-B (512res, 21K) 88.38% – Paper Code 2022 33 of 53 ran · 20 unverified report
50 Top-k DiffSortNets (EfficientNet-L2) 88.37% – Paper Code 2022 3 of 12 ran · 9 unverified report
51 Adlik-ViT-SG+Swin_large+Convnext_xlarge(384) 88.36%1827M – Paper Code 2022 54 of 80 ran · 26 unverified report
52 V-MoE-H/14 (Every-2) 88.36%7200M – Paper Code 2021 1 of 1 ran · 0 unverified report
53 MaxViT-L (384res, 21K) 88.32% – Paper Code 2022 33 of 53 ran · 20 unverified report
54 Unicom (ViT-L/14@336px) (Finetuned) 88.3 – Paper Code 2023 3 of 6 ran · 3 unverified report
55 PeCo (ViT-H, 448) 88.3% – Paper Code 2021 linked, not harvested report
56 DFN-5B H/14-378 + PrefixedIter Decoder 88.21% – Paper Code 2024 linked, not harvested report
57 dBOT ViT-H (CLIP as Teacher) 88.2% – Paper Code 2022 5 of 13 ran · 8 unverified report
58 MambaVision-L3 88.1%489.1 – Paper Code 2024 2 of 8 ran · 6 unverified report
59 CAFormer-B36 (384 res, 21K) 88.1%99M72.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
60 AIMv2-1B 88.1%1200M – Paper Code 2024 0 of 3 ran · 3 unverified report
61 VIT-H/14 88.08%656M – Paper Code 2021 1 of 1 ran · 0 unverified report
62 ViT-H@224 (cosub) 88.0% – Paper Code 2022 linked, not harvested report
63 UniRepLKNet-XL++ 88% – Paper Code 2023 1 of 2 ran · 1 unverified report
64 InternImage-XL 88%335M163 – Paper Code 2022 2 of 4 ran · 2 unverified report
65 MViTv2-H (mageNet-21k pretrain) 88%667M120.6 – Paper Code 2021 linked, not harvested report
66 Mixer-H/14 (JFT-300M pre-train) 87.94% – Paper Code 2021 106 of 134 ran · 28 unverified report
67 UniRepLKNet-L++ 87.9% – Paper Code 2023 1 of 2 ran · 1 unverified report
68 dBOT ViT-L (CLIP as Teacher) 87.8% – Paper Code 2022 5 of 13 ran · 8 unverified report
69 MogaNet-XL (384res) 87.8%181M102 – Paper Code 2022 12 of 15 ran · 3 unverified report
70 VAN-B6 (22K, 384res) 87.8%200M114.3 – Paper Code 2022 0 of 6 ran · 6 unverified report
71 RepLKNet-XL 87.8%335M128.7 – Paper Code 2022 2 of 8 ran · 6 unverified report
72 ConvNeXt-XL (ImageNet-22k) 87.8%350M179 – Paper Code 2022 54 of 80 ran · 26 unverified report
73 MAE (ViT-H, 448) 87.8%656M – Paper Code 2021 71 of 137 ran · 66 unverified report
74 ViT-L/16 87.76% – Paper Code 2020 281 of 419 ran · 138 unverified report
75 HorNet-L (GF) 87.7%101.8 – Paper Code 2022 1 of 1 ran · 0 unverified report
76 CvT-W24 (384 res, ImageNet-22k pretrain) 87.7% – Paper Code 2021 29 of 47 ran · 18 unverified report
77 InternImage-L 87.7%223M108 – Paper Code 2022 2 of 4 ran · 2 unverified report
78 CoAtNet-3 (21k) 87.6% – Paper Code 2021 2 of 5 ran · 3 unverified report
79 ConvFormer-B36 (384 res, 21K) 87.6%100M66.5 – Paper Code 2022 0 of 4 ran · 4 unverified report
80 BiT-L (ResNet) 87.54%98.46 – Paper Code 2019 3 of 10 ran · 7 unverified report
81 PeCo (ViT-H, 224) 87.5% – Paper Code 2021 linked, not harvested report
82 ViT-L@224 (cosub) 87.5% – Paper Code 2022 linked, not harvested report
83 CAFormer-M36 (384 res, 21K) 87.5%56M42 – Paper Code 2022 0 of 4 ran · 4 unverified report
84 CSWin-L (384 res,ImageNet-22k pretrain) 87.5%173M96.8 – Paper Code 2021 2 of 6 ran · 4 unverified report
85 DaViT-L (ImageNet-22k) 87.5%196.8M103 – Paper Code 2022 8 of 15 ran · 7 unverified report
86 DiNAT-Large (11x11ks; 384res; Pretrained on IN22K@224) 87.5%200M92.4 – Paper Code 2022 linked, not harvested report
87 AIMv2-H 87.5%600M – Paper Code 2024 0 of 3 ran · 3 unverified report
88 V-MoE-L/16 (Every-2) 87.41%3400M – Paper Code 2021 1 of 1 ran · 0 unverified report
89 DiNAT-Large (384x384; Pretrained on ImageNet-22K @ 224x224) 87.4%89.7 – Paper Code 2022 linked, not harvested report
90 data2vec 2.0 87.4% – Paper Code 2022 5 of 8 ran · 3 unverified report
91 UniRepLKNet-B++ 87.4% – Paper Code 2023 1 of 2 ran · 1 unverified report
92 HVT Huge 87.4% – Paper Code 2024 linked, not harvested report
93 CAFormer-B36 (224 res, 21K) 87.4%99M23.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
94 UniNet-B6 87.4%117M51 – Paper Code 2022 linked, not harvested report
95 DiNAT_s-Large (384res; Pretrained on IN22K@224) 87.4%197M101.5 – Paper Code 2022 linked, not harvested report
96 Swin-L 87.3%197M103.9 – Paper Code 2021 108 of 207 ran · 99 unverified report
97 EfficientNetV2-XL (21k) 87.3%208M94 ✓ Paper Code 2021 41 of 79 ran · 38 unverified report
98 VOLO-D5+HAT 87.3%295.5M412 – Paper Code 2022 10 of 14 ran · 4 unverified report
99 EfficientNetV2 (PolyLoss) 87.2% ✓ Paper Code 2022 1 of 7 ran · 6 unverified report
100 ELSA-VOLO-D5 (512*512) 87.2%298M437 – Paper Code 2021 1 of 1 ran · 0 unverified report
101 Bamboo (Bamboo-H) 87.1 – Paper – 2022 no code linked report
102 Swin-L@224 (cosub) 87.1% – Paper Code 2022 linked, not harvested report
103 CoAtNet-2 (21k) 87.1% – Paper Code 2021 2 of 5 ran · 3 unverified report
104 FixEfficientNet-B7 87.1%66M 82 – Paper Code 2020 linked, not harvested report
105 FAN-L-Hybrid++ 87.1%76.8M – Paper Code 2022 linked, not harvested report
106 SwinV2-B 87.1%88M – Paper Code 2021 3 of 30 ran · 27 unverified report
107 VOLO-D5 87.1%296M412 – Paper Code 2021 1 of 6 ran · 5 unverified report
108 PatchConvNet-L120-21k-384 87.1%334.3M – Paper Code 2021 1 of 2 ran · 1 unverified report
109 16-TokenLearner B/16 (21) 87.07% – Paper Code 2021 3 of 3 ran · 0 unverified report
110 MAE+DAT (ViT-H) 87.02% – Paper Code 2022 10 of 11 ran · 1 unverified report
111 VAN-B5 (22K, 384res) 87%50.6 – Paper Code 2022 0 of 6 ran · 6 unverified report
112 UniNet-B5 87%72.9M20.4 – Paper Code 2022 linked, not harvested report
113 ConvFormer-B36 (224 res, 21K) 87.0%100M22.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
114 MAE (ViT-H) 86.9% – Paper Code 2021 71 of 137 ran · 66 unverified report
115 Hiera-H 86.9% – Paper Code 2023 0 of 6 ran · 6 unverified report
116 CAFormer-S36 (384 res, 21K) 86.9%39M26.0 – Paper Code 2022 0 of 4 ran · 4 unverified report
117 ConvFormer-M36 (384 res, 21K) 86.9%57M37.7 – Paper Code 2022 0 of 4 ran · 4 unverified report
118 NoisyStudent (EfficientNet-B7) 86.9%66M37 – Paper Code 2019 5 of 24 ran · 19 unverified report
119 DaViT-B (ImageNet-22k) 86.9%87.9M46.4 – Paper Code 2022 8 of 15 ran · 7 unverified report
120 VAN-B6 (22K) 86.9%200M38.9 – Paper Code 2022 0 of 6 ran · 6 unverified report
121 MAWS (ViT-B) 86.8% – Paper Code 2023 linked, not harvested report
122 EfficientNetV2-L (21k) 86.8%120M53 – Paper Code 2021 41 of 79 ran · 38 unverified report
123 VOLO-D4 86.8%193M197 – Paper Code 2021 1 of 6 ran · 5 unverified report
124 NFNet-F5 w/ SAM w/ augmult=16 86.78%377.2M – Paper – 2021 no code linked report
125 µ2Net (ViT-L/16) 86.74% – Paper Code 2022 linked, not harvested report
126 ViT-B @384 (DeiT III, 21k) 86.7% – Paper Code 2022 linked, not harvested report
127 MaxViT-B (512res) 86.7% – Paper Code 2022 33 of 53 ran · 20 unverified report
128 FixEfficientNet-B6 86.7%43M – Paper Code 2020 linked, not harvested report
129 MOAT-3 1K only 86.7%190M271 – Paper Code 2022 linked, not harvested report
130 Heinsen Routing + BEiT-large 16 224 86.7%312.8M – Paper Code 2022 linked, not harvested report
131 CLCNet (S:ViT+D:EffNet-B7) (retrain) 86.61%51.93 – Paper Code 2022 linked, not harvested report
132 CAFormer-M36 (224 res, 21K) 86.6%56M13.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
133 VAN-B4 (22K, 384res) 86.6%60M35.9 – Paper Code 2022 0 of 6 ran · 6 unverified report
134 AIMv2-L 86.6%300M – Paper Code 2024 0 of 3 ran · 3 unverified report
135 data2vec (ViT-H) 86.6%656M – Paper Code 2022 0 of 6 ran · 6 unverified report
136 DiNAT_s-Large (224x224; Pretrained on ImageNet-22K @ 224x224) 86.5%34.5 – Paper Code 2022 linked, not harvested report
137 MKD ViT-L 86.5% – Paper – 2022 no code linked report
138 TinyViT-21M-512-distill (512 res, 21k) 86.5%21M27.0 – Paper Code 2022 9 of 11 ran · 2 unverified report
139 PatchConvNet-B60-21k-384 86.5%99.4M – Paper Code 2021 1 of 2 ran · 1 unverified report
140 CaiT-M-48-448 86.5%438M377.3 – Paper Code 2021 5 of 11 ran · 6 unverified report
141 NFNet-F6 w/ SAM 86.5%438.4M377.28 – Paper Code 2021 3 of 3 ran · 0 unverified report
142 CLCNet (S:ViT+D:VOLO-D3) (retrain) 86.46%57.46 – Paper Code 2022 linked, not harvested report
143 CLCNet (S:ConvNeXt-L+D:EffNet-B7) (retrain) 86.42%45.43 – Paper Code 2022 linked, not harvested report
144 MaxViT-L (384res) 86.4% – Paper Code 2022 33 of 53 ran · 20 unverified report
145 UniRepLKNet-S++ 86.4% – Paper Code 2023 1 of 2 ran · 1 unverified report
146 FixEfficientNet-B5 86.4%30M – Paper Code 2020 linked, not harvested report
147 ConvFormer-S36 (384 res, 21K) 86.4%40M22.4 – Paper Code 2022 0 of 4 ran · 4 unverified report
148 NoisyStudent (EfficientNet-B6) 86.4%43M – Paper Code 2019 5 of 24 ran · 19 unverified report
149 Swin-B 86.4%88M47 – Paper Code 2021 108 of 207 ran · 99 unverified report
150 CAFormer-B36 (384 res) 86.4%99M72.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
151 LV-ViT-L 86.4%151M214.8 – Paper Code 2021 3 of 5 ran · 2 unverified report
152 FixResNeXt-101 32x48d 86.4%829M62G98.0% – Paper Code 2019 0 of 2 ran · 2 unverified report
153 MaxViT-B (384res) 86.34% – Paper Code 2022 33 of 53 ran · 20 unverified report
154 Bamboo (Bamboo-L) 86.3 – Paper – 2022 no code linked report
155 ViT-B@224 (cosub) 86.3% – Paper Code 2022 linked, not harvested report
156 Our SP-ViT-L|384 86.3% – Paper Code 2022 0 of 7 ran · 7 unverified report
157 VOLO-D3 86.3%86M67.9 – Paper Code 2021 1 of 6 ran · 5 unverified report
158 BEiT-L (ViT; ImageNet 1k pretrain) 86.3%86M – Paper Code 2021 6 of 11 ran · 5 unverified report
159 VAN-B5 (22K) 86.3%90M17.2 – Paper Code 2022 0 of 6 ran · 6 unverified report
160 UniFormer-L (384 res) 86.3%100M39.2 – Paper Code 2022 linked, not harvested report
161 MViTv2-L (384 res) 86.3%218M140.2 – Paper Code 2021 linked, not harvested report
162 CAIT-M36-448 86.3%271M247.8 – Paper Code 2021 5 of 11 ran · 6 unverified report
163 NFNet-F5 w/ SAM 86.3%377.2M289.76 – Paper Code 2021 3 of 3 ran · 0 unverified report
164 TinySaver(ConvNeXtV2_h, 0.01 Acc drop) 86.2431.17 – Paper Code 2024 linked, not harvested report
165 Swin-B@224 (cosub) 86.2% – Paper Code 2022 linked, not harvested report
166 TinyViT-21M-384-distill (384 res, 21k) 86.2%21M13.8 – Paper Code 2022 9 of 11 ran · 2 unverified report
167 EfficientNetV2-M (21k) 86.2%54M24 – Paper Code 2021 41 of 79 ran · 38 unverified report
168 CAFormer-M36 (384 res) 86.2%56M42.0 – Paper Code 2022 0 of 4 ran · 4 unverified report
169 TransNeXt-Base (IN-1K supervised, 384) 86.2%89.7M56.3 – Paper Code 2023 5 of 5 ran · 0 unverified report
170 MIRL (ViT-B-48) 86.2%341M67.0 – Paper Code 2023 linked, not harvested report
171 MaxViT-S (512res) 86.19% – Paper Code 2022 33 of 53 ran · 20 unverified report
172 NoisyStudent (EfficientNet-B5) 86.1%30M – Paper Code 2019 5 of 24 ran · 19 unverified report
173 ConvFormer-M36 (224 res, 21K) 86.1%57M12.8 – Paper Code 2022 0 of 4 ran · 4 unverified report
174 CAIT-M-36 86.1%270.9M173.3 – Paper Code 2021 5 of 11 ran · 6 unverified report
175 Refiner-ViT-L 86.0381M – Paper Code 2021 2 of 3 ran · 1 unverified report
176 GPaCo (ViT-L) 86.01% – Paper Code 2022 linked, not harvested report
177 Omnivore (Swin-L) 86.0% – Paper Code 2022 2 of 2 ran · 0 unverified report
178 Our SP-ViT-M|384 86% – Paper Code 2022 0 of 7 ran · 7 unverified report
179 TransNeXt-Small (IN-1K supervised, 384) 86.0%49.7M32.1 – Paper Code 2023 5 of 5 ran · 0 unverified report
180 VOLO-D2 86%59M – Paper Code 2021 1 of 6 ran · 5 unverified report
181 EfficientViT-L2 (r384) 86%64M20 – Paper Code 2022 4 of 4 ran · 0 unverified report
182 XCiT-L24 86%189M417.9 – Paper Code 2021 3 of 14 ran · 11 unverified report
183 SparK (ConvNeXt-Large, 384) 86.0%198M – Paper Code 2023 5 of 14 ran · 9 unverified report
184 NFNet-F5 86.0%377.2M289.76 – Paper Code 2021 3 of 3 ran · 0 unverified report
185 MAE (ViT-L) 85.9% – Paper Code 2021 71 of 137 ran · 66 unverified report
186 FixEfficientNet-B4 85.9%19M – Paper Code 2020 linked, not harvested report
187 DAT-B++ (384x384) 85.9%94M49.7 – Paper Code 2023 2 of 10 ran · 8 unverified report
188 NFNet-F4 85.9%316.1M215.24 – Paper Code 2021 3 of 3 ran · 0 unverified report
189 ConvNeXt-B@224 (cosub) 85.8% – Paper Code 2022 linked, not harvested report
190 PiT-B@224 (cosub) 85.8% – Paper Code 2022 linked, not harvested report
191 GTP-ViT-B-Patch8/P20 85.8% – Paper Code 2023 1 of 2 ran · 1 unverified report
192 CAFormer-S36 (224 res, 21K) 85.8%39M8.0 – Paper Code 2022 0 of 4 ran · 4 unverified report
193 XCiT-M24 85.8%84M188 – Paper Code 2021 3 of 14 ran · 11 unverified report
194 Fix-EfficientNet-B8 (MaxUp + CutMix) 85.8%87.42M – Paper Code 2020 0 of 1 ran · 1 unverified report
195 KDforAA (EfficientNet-B8) 85.8%88M – Paper Code 2020 linked, not harvested report
196 CAIT-M-24 85.8%185.9M116.1 – Paper Code 2021 5 of 11 ran · 6 unverified report
197 RDNet-L (384 res) 85.8%186M34.7 – Paper Code 2024 3 of 3 ran · 0 unverified report
198 ViT-L 85.8%304.8M191.2 – Paper Code 2022 linked, not harvested report
199 FasterViT-6 85.8%1360M142 – Paper Code 2023 4 of 9 ran · 5 unverified report
200 SEER (RG-10B) 85.8%10000M – Paper Code 2022 linked, not harvested report
201 TinySaver(ConvNeXtV2_h, 0.5 Acc drop) 85.7519.41 – Paper Code 2024 linked, not harvested report
202 TinySaver(Swin_large, 0.5 Acc drop) 85.74 – Paper Code 2024 linked, not harvested report
203 MaxViT-T (384res) 85.72% – Paper Code 2022 33 of 53 ran · 20 unverified report
204 VAN-B4 (22K) 85.7%12.2 – Paper Code 2022 0 of 6 ran · 6 unverified report
205 EfficientNetV2-L 85.7%53 – Paper Code 2021 41 of 79 ran · 38 unverified report
206 FixEfficientNet-B8 85.7% – Paper Code 2020 linked, not harvested report
207 ViT-B @224 (DeiT III, 21k) 85.7% – Paper Code 2022 linked, not harvested report
208 dBOT ViT-B (CLIP as Teacher) 85.7% – Paper Code 2022 5 of 13 ran · 8 unverified report
209 CAFormer-S36 (384 res) 85.7%39M26.0 – Paper Code 2022 0 of 4 ran · 4 unverified report
210 ConvFormer-B36 (384 res) 85.7%100M66.5 – Paper Code 2022 0 of 4 ran · 4 unverified report
211 NFNet-F3 85.7%254.9M114.76 – Paper Code 2021 3 of 3 ran · 0 unverified report
212 ViT-H @224 (DeiT-III + AugSub) 85.7%632M – Paper Code 2023 linked, not harvested report
213 XCiT-S24 85.6%48M106 – Paper Code 2021 3 of 14 ran · 11 unverified report
214 ConvFormer-M36 (384 res) 85.6%57M37.7 – Paper Code 2022 0 of 4 ran · 4 unverified report
215 EfficientViT-L2 (r288) 85.6%64M11 – Paper Code 2022 4 of 4 ran · 0 unverified report
216 UniFormer-L 85.6%100M12.6 – Paper Code 2022 linked, not harvested report
217 FasterViT-5 85.6%957.5M113 – Paper Code 2023 4 of 9 ran · 5 unverified report
218 ViT-L@384 (attn finetune) 85.5% – Paper Code 2022 1 of 1 ran · 0 unverified report
219 Our SP-ViT-L 85.5% – Paper Code 2022 0 of 7 ran · 7 unverified report
220 Mini-Swin-B@384 85.5%47M98.8 – Paper Code 2022 0 of 4 ran · 4 unverified report
221 Wave-ViT-L 85.5%57.5M14.8 – Paper Code 2022 2 of 3 ran · 1 unverified report
222 KDforAA (EfficientNet-B7) 85.5%66M – Paper Code 2020 linked, not harvested report
223 HaloNet4 (base 128, Conv-12) 85.5%87M – Paper Code 2021 12 of 20 ran · 8 unverified report
224 AdvProp (EfficientNet-B8) 85.5%88M – Paper Code 2019 2 of 2 ran · 0 unverified report
225 CAFormer-B36 (224 res) 85.5%99M23.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
226 ConvNeXt-L (384 res) 85.5%198M101 – Paper Code 2022 54 of 80 ran · 26 unverified report
227 EfficientNet-B8 (RandAugment) 85.4% – Paper Code 2019 58 of 65 ran · 7 unverified report
228 BiFormer-B* (IN1k ptretrain) 85.4% – Paper Code 2023 6 of 6 ran · 0 unverified report
229 GTP-EVA-L/P8 85.4% – Paper Code 2023 1 of 2 ran · 1 unverified report
230 PatchConvNet-S60-21k-512 85.4%25.2M – Paper Code 2021 1 of 2 ran · 1 unverified report
231 CAFormer-S18 (384 res, 21K) 85.4%26M13.4 – Paper Code 2022 0 of 4 ran · 4 unverified report
232 ConvFormer-S36 (224 res, 21K) 85.4%40M7.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
233 ConvFormer-S36 (384 res) 85.4%40M22.4 – Paper Code 2022 0 of 4 ran · 4 unverified report
234 CAIT-S-36 85.4%68.2M48 – Paper Code 2021 5 of 11 ran · 6 unverified report
235 FasterViT-4 85.4%424.6M36.6 – Paper Code 2023 4 of 9 ran · 5 unverified report
236 ResNeXt-101 32x48d 85.4%829M306 – Paper Code 2018 linked, not harvested report
237 BiT-M (ResNet) 85.39%928M – Paper Code 2019 3 of 10 ran · 7 unverified report
238 ViT-L/16 Dosovitskiy et al. (2021) 85.3% – Paper Code 2021 106 of 134 ran · 28 unverified report
239 Omnivore (Swin-B) 85.3% – Paper Code 2022 2 of 2 ran · 0 unverified report
240 NoisyStudent (EfficientNet-B4) 85.3%19M – Paper Code 2019 5 of 24 ran · 19 unverified report
241 CAIT-S-48 85.3%89.5M63.8 – Paper Code 2021 5 of 11 ran · 6 unverified report
242 ViT-L @224 (DeiT-III + AugSub) 85.3%304M – Paper Code 2023 linked, not harvested report
243 CLCNet (S:D1+D:D5) 85.28%47.43 – Paper Code 2022 linked, not harvested report
244 TinySaver(Swin_large, 1.0 Acc drop) 85.24 – Paper Code 2024 linked, not harvested report
245 ViT-H @224 (DeiT III) 85.2% – Paper Code 2022 linked, not harvested report
246 HyenaPixel-Bidirectional-Former-B36 85.2% – Paper Code 2024 linked, not harvested report
247 VOLO-D1 85.2%27M – Paper Code 2021 1 of 6 ran · 5 unverified report
248 CAFormer-M36 (224 res) 85.2%56M13.2 – Paper Code 2022 0 of 4 ran · 4 unverified report
249 AdvProp (EfficientNet-B7) 85.2%66M – Paper Code 2019 2 of 2 ran · 0 unverified report
250 UniNet-B5 85.2%73.5M23.2 – Paper – 2021 no code linked report
251 DeiT-B 384 85.2%87M – Paper Code 2020 12 of 19 ran · 7 unverified report
252 MaxViT-L (224res) 85.17%212M43.9 – Paper Code 2022 33 of 53 ran · 20 unverified report
253 EfficientNetV2-M 85.1% – Paper Code 2021 41 of 79 ran · 38 unverified report
254 MKD ViT-B 85.1% – Paper – 2022 no code linked report
255 SP-ViT-S|384 85.1% – Paper Code 2022 0 of 7 ran · 7 unverified report
256 XCiT-S12 85.1%26M55.6 – Paper Code 2021 3 of 14 ran · 11 unverified report
257 CAIT-S-24 85.1%46.9M32.2 – Paper Code 2021 5 of 11 ran · 6 unverified report
258 ResNet200_vd_26w_4s_ssld 85.1%76M – Paper Code 2020 linked, not harvested report
259 MixMIM-B 85.1%88M16.3 – Paper Code 2022 linked, not harvested report
260 NFNet-F2 85.1%193.8M62.59 – Paper Code 2021 3 of 3 ran · 0 unverified report
261 ResNeXt-101 32x32d 85.1%466M174 – Paper Code 2018 linked, not harvested report
262 DiscreteViT 85.07% – Paper Code 2021 linked, not harvested report
263 ViT-M@224 (cosub) 85.0% – Paper Code 2022 linked, not harvested report
264 ViC-MAE (ViT-L) 85% – Paper Code 2023 linked, not harvested report
265 HVT Large 85% – Paper Code 2024 linked, not harvested report
266 FixEfficientNet-B3 85%12M – Paper Code 2020 linked, not harvested report
267 CAFormer-S18 (384 res) 85.0%26M13.4 – Paper Code 2022 0 of 4 ran · 4 unverified report
268 ConvFormer-S18 (384 res, 21K) 85.0%27M11.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
269 EfficientNet-B7 (RandAugment) 85%66M – Paper Code 2019 58 of 65 ran · 7 unverified report
270 ViT-B @384 (DeiT III) 85.0%87M – Paper Code 2022 linked, not harvested report
271 MambaVision-L 85%227.9M34.9 – Paper Code 2024 2 of 8 ran · 6 unverified report
272 MaxViT-B (224res) 84.94%120M23.4 – Paper Code 2022 33 of 53 ran · 20 unverified report
273 CaiT-S24 84.91% – Paper Code 2023 4 of 4 ran · 0 unverified report
274 ViT-L @224 (DeiT III) 84.9% – Paper Code 2022 linked, not harvested report
275 Our SP-ViT-M 84.9% – Paper Code 2022 0 of 7 ran · 7 unverified report
276 FastViT-MA36 84.9% – Paper Code 2023 1 of 5 ran · 4 unverified report
277 HyenaPixel-Former-B36 84.9% – Paper Code 2024 linked, not harvested report
278 EfficientNetV2-S (21k) 84.9%22M8.8 – Paper Code 2021 41 of 79 ran · 38 unverified report
279 CvT-21 (384 res, ImageNet-22k pretrain) 84.9%32M25 – Paper Code 2021 29 of 47 ran · 18 unverified report
280 DAT-B++ (224x224) 84.9%93M16.6 – Paper Code 2023 2 of 10 ran · 8 unverified report
281 InternImage-B 84.9%97M16 – Paper Code 2022 2 of 4 ran · 2 unverified report
282 FasterViT-3 84.9%159.5M18.2 – Paper Code 2023 4 of 9 ran · 5 unverified report
283 TinyViT-21M-distill (21k) 84.8%21M4.3 – Paper Code 2022 9 of 11 ran · 2 unverified report
284 Wave-ViT-B 84.8%33.5M7.2 – Paper Code 2022 2 of 3 ran · 1 unverified report
285 CAIT-XS-36 84.8%38.6M28.8 – Paper Code 2021 5 of 11 ran · 6 unverified report
286 SReT-B (384 res, ImageNet-1K only) 84.8%71.2M – Paper Code 2021 linked, not harvested report
287 MViT-B-24 84.8%72.9M32.7 – Paper Code 2021 13 of 26 ran · 13 unverified report
288 ActiveMLP-L 84.8%76.4M36.4 – Paper Code 2022 linked, not harvested report
289 DAT-B (384 res, IN-1K only) 84.8%88M49.8 – Paper Code 2022 8 of 10 ran · 2 unverified report
290 MIRL(ViT-S-54) 84.8%96M18.8 – Paper Code 2023 linked, not harvested report
291 ConvFormer-B36 (224 res) 84.8%100M22.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
292 RDNet-L 84.8%186M34.7 – Paper Code 2024 3 of 3 ran · 0 unverified report
293 ResNeXt-101 32x16d (semi-weakly sup.) 84.8%193M – Paper Code 2019 linked, not harvested report
294 ELSA-VOLO-D1 84.7%27M8 – Paper Code 2021 1 of 1 ran · 0 unverified report
295 TransNeXt-Small (IN-1K supervised, 224) 84.7%49.7M10.3 – Paper Code 2023 5 of 5 ran · 0 unverified report
296 Next-ViT-L @384 84.7%57.8M32 – Paper Code 2022 0 of 2 ran · 2 unverified report
297 VVT-L (384 res) 84.7%61.8M31.8 – Paper Code 2022 1 of 5 ran · 4 unverified report
298 BoTNet T7 84.7%75.1M – Paper Code 2021 26 of 49 ran · 23 unverified report
299 MogaNet-L 84.7%83M15.9 – Paper Code 2022 12 of 15 ran · 3 unverified report
300 LITv2-B|384 84.7%87M39.7 – Paper Code 2022 2 of 13 ran · 11 unverified report
301 NFNet-F1 84.7%132.6M35.54 – Paper Code 2021 3 of 3 ran · 0 unverified report
302 DAT-S++ 84.6%53M9.4 – Paper Code 2023 2 of 10 ran · 8 unverified report
303 Sequencer2D-L↑392 84.6%54M50.7 – Paper Code 2022 4 of 9 ran · 5 unverified report
304 SE-CoTNetD-152 84.6%55.8M26.5 – Paper Code 2021 linked, not harvested report
305 AMD(ViT-B/16) 84.6%87M – Paper – 2023 no code linked report
306 DaViT-B 84.6%87.9M15.5 – Paper Code 2022 8 of 15 ran · 7 unverified report
307 FastViT-SA36 84.5% – Paper Code 2023 1 of 5 ran · 4 unverified report
308 ReXNet-R_3.0 84.5%34.8M – Paper Code 2020 1 of 8 ran · 7 unverified report
309 CAFormer-S36 (224 res) 84.5%39M8.0 – Paper Code 2022 0 of 4 ran · 4 unverified report
310 EfficientViT-L1 (r224) 84.5%53M5.3 – Paper Code 2022 4 of 4 ran · 0 unverified report
311 ConvFormer-M36 (224 res) 84.5%57M12.8 – Paper Code 2022 0 of 4 ran · 4 unverified report
312 GC ViT-B 84.5%90M14.8 – Paper Code 2022 17 of 36 ran · 19 unverified report
313 ResNeSt-269 84.5%111M – Paper Code 2020 8 of 48 ran · 40 unverified report
314 CoAtNet-3 84.5%168M34.7 – Paper Code 2021 2 of 5 ran · 3 unverified report
315 MaxViT-S (224res) 84.45%69M11.7 – Paper Code 2022 33 of 53 ran · 20 unverified report
316 GPIPE 84.4% – Paper Code 2018 1 of 25 ran · 24 unverified report
317 DeBiFormer-B 84.4% – Paper Code 2024 linked, not harvested report
318 ConvFormer-S18 (384 res) 84.4%27M11.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
319 EfficientNet-B7 84.4%66M37 – Paper Code 2019 171 of 302 ran · 131 unverified report
320 RDNet-B 84.4%87M15.4 – Paper Code 2024 3 of 3 ran · 0 unverified report
321 DiNAT-Base 84.4%90M13.7 – Paper Code 2022 linked, not harvested report
322 ResNet-RS-50 (160 image res) 84.4%192M4.6 – Paper Code 2021 linked, not harvested report
323 ColorNet (RHYLH with Conv Layer) 84.32% – Paper Code 2019 linked, not harvested report
324 ViT-B@384 (attn finetune) 84.3% – Paper Code 2022 1 of 1 ran · 0 unverified report
325 BiFormer-S* (IN1k ptretrain) 84.3% – Paper Code 2023 6 of 6 ran · 0 unverified report
326 SReT-S (512 res, ImageNet-1K only) 84.3%21.3M42.8 – Paper Code 2021 linked, not harvested report
327 LambdaResNet200 84.3%42M – Paper Code 2021 2 of 2 ran · 0 unverified report
328 MogaNet-B 84.3%44M9.9 – Paper Code 2022 12 of 15 ran · 3 unverified report
329 TResNet-XL 84.3%77M – Paper Code 2020 linked, not harvested report
330 ResNeXt-101 32x8d (semi-weakly sup.) 84.3%88M – Paper Code 2019 linked, not harvested report
331 NAT-Base 84.3%90M13.7 – Paper Code 2022 1 of 1 ran · 0 unverified report
332 Assemble-ResNet152 84.2%15.8 – Paper Code 2020 1 of 11 ran · 10 unverified report
333 BoTNet T7-320 84.2% – Paper Code 2021 26 of 49 ran · 23 unverified report
334 ViP-B|384 84.2% – Paper Code 2021 linked, not harvested report
335 Bamboo (Bamboo-B) 84.2 – Paper – 2022 no code linked report
336 RegnetY16GF@224 (cosub) 84.2% – Paper Code 2022 linked, not harvested report
337 EfficientViT-B3 (r288) 84.2%49M6.5 – Paper Code 2022 4 of 4 ran · 0 unverified report
338 InternImage-S 84.2%50M8 – Paper Code 2022 2 of 4 ran · 2 unverified report
339 UniNet-B4 84.2%73.5M9.9 – Paper – 2021 no code linked report
340 FasterViT-2 84.2%75.9M8.7 – Paper Code 2023 4 of 9 ran · 5 unverified report
341 DeiT-B 84.2%86M – Paper Code 2020 12 of 19 ran · 7 unverified report
342 ViT-B @224 (DeiT-III + AugSub) 84.2%86.6M – Paper Code 2023 linked, not harvested report
343 MambaVision-B 84.2%97.7M15 – Paper Code 2024 2 of 8 ran · 6 unverified report
344 RevBiFPN-S6 84.2%142.3M38.1 – Paper Code 2022 3 of 3 ran · 0 unverified report
345 ResNeXt-101 32×16d 84.2%194M72 – Paper Code 2018 linked, not harvested report
346 FBNetV5-F-CLS 84.1%2.1 – Paper – 2021 no code linked report
347 ViT-B-36x1 84.1% – Paper Code 2022 1 of 1 ran · 0 unverified report
348 ViT-B-18x2 84.1% – Paper Code 2022 1 of 1 ran · 0 unverified report
349 XCiT-M (+MixPro) 84.1% – Paper Code 2023 10 of 18 ran · 8 unverified report
350 DGMMC-S 84.1% – Paper Code 2024 linked, not harvested report
351 NoisyStudent (EfficientNet-B3) 84.1%12M – Paper Code 2019 5 of 24 ran · 19 unverified report
352 CAS-ViT-T 84.1%21.76M3.597 – Paper Code 2024 4 of 6 ran · 2 unverified report
353 CAFormer-S18 (224 res, 21K) 84.1%26M4.1 – Paper Code 2022 0 of 4 ran · 4 unverified report
354 CAIT-XS-24 84.1%26.6M19.3 – Paper Code 2021 5 of 11 ran · 6 unverified report
355 ConvFormer-S36 (224 res) 84.1%40M7.6 – Paper Code 2022 0 of 4 ran · 4 unverified report
356 LV-ViT-M 84.1%56M16 – Paper Code 2021 3 of 5 ran · 2 unverified report
357 VVT-L (224 res) 84.1%61.8M10.8 – Paper Code 2022 1 of 5 ran · 4 unverified report
358 CoAtNet-2 84.1%75M15.7 – Paper Code 2021 2 of 5 ran · 3 unverified report
359 Conformer-B 84.1%83.3M46.6 – Paper Code 2021 7 of 12 ran · 5 unverified report
360 PatchConvNet-B120 84.1%188.6M – Paper Code 2021 1 of 2 ran · 1 unverified report
361 GPaCo (Vit-B) 84.0% – Paper Code 2022 linked, not harvested report
362 AIM-7B 84.0 – Paper Code 2024 linked, not harvested report
363 FixEfficientNetB4 84.0%19M – Paper Code 2020 linked, not harvested report
364 Fix_ResNet50_vd_ssld 84.0%25.58M – Paper Code 2020 linked, not harvested report
365 TransNeXt-Tiny (IN-1K supervised, 224) 84.0%28.2M5.7 – Paper Code 2023 5 of 5 ran · 0 unverified report
366 LambdaResNet152 84.0%35M – Paper Code 2021 2 of 2 ran · 0 unverified report
367 EfficientNet-B6 84%43M19 – Paper Code 2019 171 of 302 ran · 131 unverified report
368 GC ViT-S 84.0%51M8.5 – Paper Code 2022 17 of 36 ran · 19 unverified report
369 BoTNet T6 84%53.9M – Paper Code 2021 26 of 49 ran · 23 unverified report
370 PiT-B 84%73.8M12.5 – Paper Code 2021 10 of 20 ran · 10 unverified report
371 DeepMAD-89M 84%89M15.4 – Paper Code 2023 linked, not harvested report
372 EfficientNetV2-S 83.9% – Paper Code 2021 41 of 79 ran · 38 unverified report
373 Our SP-ViT-S 83.9% – Paper Code 2022 0 of 7 ran · 7 unverified report
374 UniRepLKNet-S 83.9% – Paper Code 2023 1 of 2 ran · 1 unverified report
375 DeBiFormer-S 83.9% – Paper Code 2024 linked, not harvested report
376 Wave-ViT-S 83.9%22.7M4.7 – Paper Code 2022 2 of 3 ran · 1 unverified report
377 DAT-T++ 83.9%24M4.3 – Paper Code 2023 2 of 10 ran · 8 unverified report
378 ASF-former-B 83.9%56.7M – Paper Code 2022 linked, not harvested report
379 DynamicViT-LV-M/0.8 83.957.1M – Paper Code 2021 6 of 9 ran · 3 unverified report
380 TNT-B 83.9%65.6M – Paper Code 2021 16 of 24 ran · 8 unverified report
381 ResNeSt-200 83.9%70M – Paper Code 2020 8 of 48 ran · 40 unverified report
382 AmoebaNet-A 83.9%469M208 – Paper Code 2018 linked, not harvested report
383 CLCNet (S:B4+D:B7) 83.88%18.58 – Paper Code 2022 linked, not harvested report
384 ResNet-RS-270 (256 image res) 83.8%54 – Paper Code 2021 linked, not harvested report
385 SENet-350 83.8% – Paper Code 2021 26 of 49 ran · 23 unverified report
386 ViT-B @224 (DeiT III) 83.8% – Paper Code 2022 linked, not harvested report
387 ColorMAE-Green-ViTB-1600 83.8% – Paper Code 2024 linked, not harvested report
388 SReT-S (384 res, ImageNet-1K only) 83.8%21M18.5 – Paper Code 2021 linked, not harvested report
389 DiNAT-Small 83.8%51M7.8 – Paper Code 2022 linked, not harvested report
390 Transformer local-attention (NesT-B) 83.8%68M17.9 – Paper Code 2021 7 of 26 ran · 19 unverified report
391 PVTv2-B4 83.8%82M11.8 – Paper Code 2021 linked, not harvested report
392 CA-Swin-S (+MixPro) 83.7% – Paper Code 2023 10 of 18 ran · 8 unverified report
393 GTP-ViT-L/P8 83.7% – Paper Code 2023 1 of 2 ran · 1 unverified report
394 ConvFormer-S18 (224 res, 21K) 83.7%27M3.9 – Paper Code 2022 0 of 4 ran · 4 unverified report
395 RDNet-S 83.7%50M8.7 – Paper Code 2024 3 of 3 ran · 0 unverified report
396 DAT-S 83.7%50M9.0 – Paper Code 2022 8 of 10 ran · 2 unverified report
397 NAT-Small 83.7%51M7.8 – Paper Code 2022 1 of 1 ran · 0 unverified report
398 QnA-ViT-Base 83.7%56M9.7 – Paper Code 2021 0 of 5 ran · 5 unverified report
399 RevBiFPN-S5 83.7%82M21.8 – Paper Code 2022 3 of 3 ran · 0 unverified report
400 Pyramid ViG-B 83.7%92.6M16.8 – Paper Code 2022 19 of 34 ran · 15 unverified report
401 Twins-SVT-L 83.7%99.2M15.1 – Paper Code 2021 0 of 2 ran · 2 unverified report
402 TransBoost-ViT-S 83.67%22.05M – Paper Code 2022 linked, not harvested report
403 XCiT-S 83.65% – Paper Code 2023 4 of 4 ran · 0 unverified report
404 MaxViT-T (224res) 83.62%31M5.6 – Paper Code 2022 33 of 53 ran · 20 unverified report
405 Wave-ViT-S 83.61% – Paper Code 2023 4 of 4 ran · 0 unverified report
406 LITv2-B 83.6%13.2 – Paper Code 2022 2 of 13 ran · 11 unverified report
407 MultiGrain PNASNet (500px) 83.6% – Paper Code 2019 1 of 4 ran · 3 unverified report
408 MAE (ViT-L) 83.6% – Paper Code 2021 71 of 137 ran · 66 unverified report
409 PAT-B 83.6% – Paper – 2022 no code linked report
410 HyenaPixel-Attention-Former-S18 83.6% – Paper Code 2024 linked, not harvested report
411 FixEfficientNet-B2 83.6%9.2M – Paper Code 2020 linked, not harvested report
412 CAFormer-S18 (224 res) 83.6%26M4.1 – Paper Code 2022 0 of 4 ran · 4 unverified report
413 IPT-B 83.6%39.3M7.8 – Paper Code 2022 linked, not harvested report
414 ViTAE-B-Stage 83.6%48.5M27.6 – Paper Code 2021 2 of 2 ran · 0 unverified report
415 ResT-Large 83.6%51.63M7.9 – Paper Code 2021 1 of 9 ran · 8 unverified report
416 NFNet-F0 83.6%71.5M12.38 – Paper Code 2021 3 of 3 ran · 0 unverified report
417 SE-ResNeXt-101, 64x4d, S=2(320px) 83.6%98M38.2 – Paper Code 2020 linked, not harvested report
418 ResMLP-B24/8 83.6%116M – Paper Code 2021 2 of 7 ran · 5 unverified report
419 TinySaver(EfficientFormerV2_l, 0.01 Acc drop) 83.52 – Paper Code 2024 linked, not harvested report
420 EfficientViT-B3 (r224) 83.5%4 – Paper Code 2022 4 of 4 ran · 0 unverified report
421 BoTNet T5 83.5%19.3 – Paper Code 2021 26 of 49 ran · 23 unverified report
422 HyenaPixel-Bidirectional-Former-S18 83.5% – Paper Code 2024 linked, not harvested report
423 PatchConvNet-B60 83.5%99.4M – Paper Code 2021 1 of 2 ran · 1 unverified report
424 SigLIP B/16 + PrefixedIter Decoder 83.46% – Paper Code 2024 linked, not harvested report
425 ViT-B (hMLP + BeiT) 83.4% – Paper Code 2022 1 of 1 ran · 0 unverified report
426 MNv4-Hybrid-L 83.4% – Paper Code 2024 6 of 13 ran · 7 unverified report
427 UniFormer-S 83.4%22M3.6 – Paper Code 2022 linked, not harvested report
428 ViT-S @384 (DeiT III) 83.4%22M15.5 – Paper Code 2022 linked, not harvested report
429 MogaNet-S 83.4%25M5 – Paper Code 2022 12 of 15 ran · 3 unverified report
430 GC ViT-T 83.4%28M4.7 – Paper Code 2022 17 of 36 ran · 19 unverified report
431 ResNeXt-101 32x4d (semi-weakly sup.) 83.4%42M – Paper Code 2019 linked, not harvested report
432 Sequencer2D-L 83.4%54M16.6 – Paper Code 2022 4 of 9 ran · 5 unverified report
433 sMLPNet-B (ImageNet-1k) 83.4%65.9M – Paper Code 2021 linked, not harvested report
434 SE-ResNeXt-101, 64x4d, S=2(416px) 83.34%98M61.1 – Paper Code 2020 linked, not harvested report
435 CvT-21 (384 res) 83.3%24.9 – Paper Code 2021 29 of 47 ran · 18 unverified report
436 T2T-ViT-14|384 83.3%34.2 – Paper Code 2021 21 of 26 ran · 5 unverified report
437 CeiT-S (384 finetune res) 83.3%24.2M12.9 – Paper Code 2021 9 of 11 ran · 2 unverified report
438 LV-ViT-S 83.3%26M6.6 – Paper Code 2021 3 of 5 ran · 2 unverified report
439 MOAT-0 1K only 83.3%27.8M5.7 – Paper Code 2022 linked, not harvested report
440 EfficientNet-B5 83.3%30M9.9 – Paper Code 2019 171 of 302 ran · 131 unverified report
441 Transformer local-attention (NesT-S) 83.3%38M10.4 – Paper Code 2021 7 of 26 ran · 19 unverified report
442 ViL-Medium-D 83.3%39.7M8.7 – Paper Code 2021 6 of 10 ran · 4 unverified report
443 CoAtNet-1 83.3%42M8.4 – Paper Code 2021 2 of 5 ran · 3 unverified report
444 LITv2-M 83.3%49M7.5 – Paper Code 2022 2 of 13 ran · 11 unverified report
445 MambaVision-S 83.3%50.1M7.5 – Paper Code 2024 2 of 8 ran · 6 unverified report
446 Shift-B 83.3%88M15.2 – Paper Code 2022 6 of 7 ran · 1 unverified report
447 MultiGrain PNASNet (450px) 83.2% – Paper Code 2019 1 of 4 ran · 3 unverified report
448 Meta Pseudo Labels (ResNet-50) 83.2% – Paper Code 2020 5 of 14 ran · 9 unverified report
449 UniRepLKNet-T 83.2% – Paper Code 2023 1 of 2 ran · 1 unverified report
450 HyenaPixel-Former-S18 83.2% – Paper Code 2024 linked, not harvested report
451 TinyViT-11M-distill (21k) 83.2%11M2.0 – Paper Code 2022 9 of 11 ran · 2 unverified report
452 ReXNet-R_2.0 83.2%16.5M – Paper Code 2020 1 of 8 ran · 7 unverified report
453 QnA-ViT-Small 83.2%25M4.4 – Paper Code 2021 0 of 5 ran · 5 unverified report
454 NAT-Tiny 83.2%28M4.3 – Paper Code 2022 1 of 1 ran · 0 unverified report
455 SE-CoTNetD-101 83.2%40.9M8.5 – Paper Code 2021 linked, not harvested report
456 Next-ViT-B 83.2%44.8M8.3 – Paper Code 2022 0 of 2 ran · 2 unverified report
457 PVTv2-B3 83.2%45.2M6.9 – Paper Code 2021 linked, not harvested report
458 PatchConvNet-S120 83.2%47.7M – Paper Code 2021 1 of 2 ran · 1 unverified report
459 FasterViT-1 83.2%53.4M5.3 – Paper Code 2023 4 of 9 ran · 5 unverified report
460 ViL-Base-D 83.2%55.7M13.4 – Paper Code 2021 6 of 10 ran · 4 unverified report
461 CycleMLP-B5 83.2%76M12.3 – Paper Code 2021 8 of 15 ran · 7 unverified report
462 MultiGrain SENet154 (450px) 83.1% – Paper Code 2019 1 of 4 ran · 3 unverified report
463 DeepVit-L* (DeiT training recipe) 83.1% – Paper Code 2021 1 of 1 ran · 0 unverified report
464 ViT-S @224 (DeiT III, 21k) 83.1% – Paper Code 2022 linked, not harvested report
465 MKD ViT-S 83.1% – Paper – 2022 no code linked report
466 ViT-S@224 (cosub) 83.1% – Paper Code 2022 linked, not harvested report
467 PAT-S 83.1% – Paper – 2022 no code linked report
468 TinyViT-21M 83.1%21M4.3 – Paper Code 2022 9 of 11 ran · 2 unverified report
469 sMLPNet-S (ImageNet-1k) 83.1%48.6M – Paper Code 2021 linked, not harvested report
470 Pyramid ViG-M 83.1%51.7M8.9 – Paper Code 2022 19 of 34 ran · 15 unverified report
471 SwinV2-Ti 83.09% – Paper Code 2023 4 of 4 ran · 0 unverified report
472 gSwin-S 83.01%39.8M7.0 – Paper – 2022 no code linked report
473 MultiGrain SENet154 (400px) 83.0% – Paper Code 2019 1 of 4 ran · 3 unverified report
474 Swin-S + GFSA 83% – Paper Code 2023 19 of 29 ran · 10 unverified report
475 CAS-ViT-M 83.0%12.42M1.887 – Paper Code 2024 4 of 6 ran · 2 unverified report
476 CvT-13 (384 res) 83%20M16.3 – Paper Code 2021 29 of 47 ran · 18 unverified report
477 ResNet50_vd_ssld 83.0%25.58M – Paper Code 2020 linked, not harvested report
478 ConvFormer-S18 (224 res) 83.0%27M3.9 – Paper Code 2022 0 of 4 ran · 4 unverified report
479 MViT-B-16 83.0%37M7.8 – Paper Code 2021 13 of 26 ran · 13 unverified report
480 ResNeSt-101 83.0%48M – Paper Code 2020 8 of 48 ran · 40 unverified report
481 RevBiFPN-S4 83%48.7M10.6 – Paper Code 2022 3 of 3 ran · 0 unverified report
482 ZenNAS (0.8ms) 83.0%183M13.9 – Paper Code 2021 2 of 2 ran · 0 unverified report
483 NASViT (supernet) 82.9%1.881 – Paper Code 2021 linked, not harvested report
484 DeiT-B (+MixPro) 82.9% – Paper Code 2023 10 of 18 ran · 8 unverified report
485 MNv4-Conv-L 82.9% – Paper Code 2024 6 of 13 ran · 7 unverified report
486 IPT-S 82.9%24.3M4.7 – Paper Code 2022 linked, not harvested report
487 ViL-Medium-W 82.9%39.8M – Paper Code 2021 6 of 10 ran · 4 unverified report
488 GFNet-H-B 82.9%54M8.6 – Paper Code 2021 6 of 10 ran · 4 unverified report
489 Oct-ResNet-152 (SE) 82.9%66.8M22.220771G2.22G – Paper Code 2019 14 of 34 ran · 20 unverified report
490 PNASNet-5 82.9%86.1M5096.22.5G – Paper Code 2017 3 of 3 ran · 0 unverified report
491 Harm-SE-RNX-101 64x4d (320x320, Mean-Max Pooling) 82.85%88.2M31.4 – Paper Code 2020 0 of 10 ran · 10 unverified report
492 GTP-LV-ViT-M/P8 82.8%8 – Paper Code 2023 1 of 2 ran · 1 unverified report
493 FunMatch - T384+224 (ResNet-50) 82.8% – Paper Code 2021 linked, not harvested report
494 CA-Swin-T (+MixPro) 82.8% – Paper Code 2023 10 of 18 ran · 8 unverified report
495 CaiT-S + GFSA 82.8% – Paper Code 2023 19 of 29 ran · 10 unverified report
496 RDNet-T 82.8%24M5.0 – Paper Code 2024 3 of 3 ran · 0 unverified report
497 VAN-B2 82.8%26.6M5 – Paper Code 2022 0 of 6 ran · 6 unverified report
498 DaViT-T 82.8%28.3M – Paper Code 2022 8 of 15 ran · 7 unverified report
499 ReXNet_3.0 82.8%34.7M3.4 – Paper Code 2020 1 of 8 ran · 7 unverified report
500 Sequencer2D-M 82.8%38M11.1 – Paper Code 2022 4 of 9 ran · 5 unverified report
501 CrossViT-18+ 82.8%44.3M9.5 – Paper Code 2021 17 of 26 ran · 9 unverified report
502 Shift-S 82.8%50M8.5 – Paper Code 2022 6 of 7 ran · 1 unverified report
503 HRFormer-B 82.8%50.3M13.7 – Paper Code 2021 7 of 11 ran · 4 unverified report
504 BoTNet T4 82.8%54.7M10.9 – Paper Code 2021 26 of 49 ran · 23 unverified report
505 KAT-B* 82.886.6M17.06 – Paper Code 2024 3 of 4 ran · 1 unverified report
506 MultiGrain SENet154 (500px) 82.7% – Paper Code 2019 1 of 4 ran · 3 unverified report
507 PVT-M (+MixPro) 82.7% – Paper Code 2023 10 of 18 ran · 8 unverified report
508 ASF-former-S 82.7%19.3M – Paper Code 2022 linked, not harvested report
509 Container Container 82.7%22.1M8.1 – Paper Code 2021 0 of 7 ran · 7 unverified report
510 UniNet-B2 82.7%22.5M2.4 – Paper – 2021 no code linked report
511 EfficientViT-B2 (r256) 82.7%24M2.1 – Paper Code 2022 4 of 4 ran · 0 unverified report
512 DiNAT-Tiny 82.7%28M4.3 – Paper Code 2022 linked, not harvested report
513 ELSA-Swin-T 82.7%28M4.8 – Paper Code 2021 1 of 1 ran · 0 unverified report
514 MambaVision-T2 82.7%35.1M5.1 – Paper Code 2024 2 of 8 ran · 6 unverified report
515 NASNET-A(6) 82.7%88.9M23.81648G2.38G – Paper Code 2017 0 of 1 ran · 1 unverified report
516 RVT-B* 82.7%91.8M17.7 – Paper Code 2021 linked, not harvested report
517 CMA(ViT-B/16) 82.64% – Paper Code 2025 linked, not harvested report
518 FBNetV5-C-CLS 82.6%1 – Paper – 2021 no code linked report
519 MultiGrain PNASNet (400px) 82.6% – Paper Code 2019 1 of 4 ran · 3 unverified report
520 ViT-S-24x2 82.6% – Paper Code 2022 1 of 1 ran · 0 unverified report
521 FastViT-SA24 82.6% – Paper Code 2023 1 of 5 ran · 4 unverified report
522 FixEfficientNet-B1 82.6%7.8M – Paper Code 2020 linked, not harvested report
523 EfficientNet-B4 82.6%19M4.2 – Paper Code 2019 171 of 302 ran · 131 unverified report
524 DeiT-B 82.6%22M – Paper Code 2020 12 of 19 ran · 7 unverified report
525 T2T-ViTt-24 82.6%64.4M30 – Paper Code 2021 21 of 26 ran · 5 unverified report
526 ViT-S 82.54% – Paper Code 2023 4 of 4 ran · 0 unverified report
527 CvT-21 82.5%7.1 – Paper Code 2021 29 of 47 ran · 18 unverified report
528 TransNeXt-Micro (IN-1K supervised, 224) 82.5%12.8M2.7 – Paper Code 2023 5 of 5 ran · 0 unverified report
529 FixResNet-50 Billion-scale@224 82.5%25.6M – Paper Code 2019 0 of 2 ran · 2 unverified report
530 Next-ViT-S 82.5%31.7M5.8 – Paper Code 2022 0 of 2 ran · 2 unverified report
531 LeViT-384 82.5%39.4M2.334 – Paper Code 2021 23 of 30 ran · 7 unverified report
532 CrossViT-18 82.5%43.3M9 – Paper Code 2021 17 of 26 ran · 9 unverified report
533 MetaFormer PoolFormer-M48 82.5%73M23.2 – Paper Code 2021 2 of 3 ran · 1 unverified report
534 ConViT-B+ 82.5%152M30 – Paper Code 2021 linked, not harvested report
535 TransBoost-ConvNext-T 82.46%28.59M – Paper Code 2022 linked, not harvested report
536 ReViT-B 82.4 – Paper Code 2024 22 of 24 ran · 2 unverified report
537 M2D-T 82.4% – Paper Code 2024 linked, not harvested report
538 NoisyStudent (EfficientNet-B2) 82.4%9.2M – Paper Code 2019 5 of 24 ran · 19 unverified report
539 AutoFormer-base 82.4%54M11 – Paper Code 2021 linked, not harvested report
540 ResNet-152 (A2 + reg) 82.4%60.2M – Paper Code 2021 0 of 3 ran · 3 unverified report
541 ConViT-B 82.4%86M17 – Paper Code 2021 linked, not harvested report
542 DeiT-B with iRPE-K 82.4%87M35.368 – Paper Code 2021 7 of 9 ran · 2 unverified report
543 Mega 82.4%90M – Paper Code 2022 12 of 13 ran · 1 unverified report
544 ResMLP-B24 + STD 82.4%122.6M24.1 – Paper Code 2022 linked, not harvested report
545 ViT-B/16-224+HTM 82.37% – Paper Code 2022 1 of 1 ran · 0 unverified report
546 ColorNet 82.35% – Paper Code 2019 linked, not harvested report
547 ConvNeXt-T-Hermite 82.3428M96.03 – Paper Code 2025 linked, not harvested report
548 T2T-ViT-24 82.3%27.6 – Paper Code 2021 21 of 26 ran · 5 unverified report
549 ViT-S-48x1 82.3% – Paper Code 2022 1 of 1 ran · 0 unverified report
550 MViTv2-T 82.3%24M4.7 – Paper Code 2021 linked, not harvested report
551 SCARLET-A4 82.3%27.8M8.412G0.42G – Paper Code 2019 linked, not harvested report
552 Sequencer2D-S 82.3%28M8.4 – Paper Code 2022 4 of 9 ran · 5 unverified report
553 CrossViT-15+ 82.3%28.2M6.1 – Paper Code 2021 17 of 26 ran · 9 unverified report
554 MambaVision-T 82.3%31.8M4.4 – Paper Code 2024 2 of 8 ran · 6 unverified report
555 GLiT-Bases 82.3%96.1M17 – Paper Code 2021 2 of 4 ran · 2 unverified report
556 EViT (delete) 82.29% – Paper Code 2023 4 of 4 ran · 0 unverified report
557 STViT-Swin-Ti 82.22% – Paper Code 2023 4 of 4 ran · 0 unverified report
558 BossNet-T1 82.2%15.8 – Paper Code 2021 linked, not harvested report
559 CAIT-XXS-36 82.2%17.3M14.3 – Paper Code 2021 5 of 11 ran · 6 unverified report
560 CvT-13-NAS 82.2%18M4.1 – Paper Code 2021 29 of 47 ran · 18 unverified report
561 ViTAE-S-Stage 82.2%19.2M12.0 – Paper Code 2021 2 of 2 ran · 0 unverified report
562 T2T-ViTt-19 82.2%39.2M19.6 – Paper Code 2021 21 of 26 ran · 5 unverified report
563 Evo-LeViT-384* 82.2%39.6M – Paper Code 2021 5 of 9 ran · 4 unverified report
564 Visformer-S 82.2%40.2M4.9 – Paper Code 2021 1 of 1 ran · 0 unverified report
565 ConViT-S+ 82.2%48M10 – Paper Code 2021 linked, not harvested report
566 ConvMixer-1536/20 82.2051.6M – Paper Code 2022 8 of 8 ran · 0 unverified report
567 DeepVit-L 82.2%55M – Paper Code 2021 1 of 1 ran · 0 unverified report
568 SENet-152 82.2%66.6M – Paper Code 2021 26 of 49 ran · 23 unverified report
569 ResNeXt-101 32x8d 82.2%88M – Paper Code 2018 linked, not harvested report
570 TransBoost-Swin-T 82.16%71.71M – Paper Code 2022 linked, not harvested report
571 ResNeXt-101, 64x4d, S=2(224px) 82.13%88.6M18.8 – Paper Code 2020 linked, not harvested report
572 ToMe-ViT-S 82.11% – Paper Code 2023 4 of 4 ran · 0 unverified report
573 AMD(ViT-S/16) 82.1%22M – Paper – 2023 no code linked report
574 PatchConvNet-S60 82.1%25.2M – Paper Code 2021 1 of 2 ran · 1 unverified report
575 Pyramid ViG-S 82.1%27.3M4.6 – Paper Code 2022 19 of 34 ran · 15 unverified report
576 ConvNeXt-T 82.1%29M4.5 – Paper Code 2022 54 of 80 ran · 26 unverified report
577 CycleMLP-B2 + STD 82.1%30.1M4.0 – Paper Code 2022 linked, not harvested report
578 FasterViT-0 82.1%31.4M3.3 – Paper Code 2023 4 of 9 ran · 5 unverified report
579 CeiT-S 82%4.5 – Paper Code 2021 9 of 11 ran · 2 unverified report
580 DIFFQ (λ=1e−2) 82.0 – Paper Code 2021 linked, not harvested report
581 NEXcepTion-S 82% – Paper Code 2022 linked, not harvested report
582 GC ViT-XT 82.0%20M2.6 – Paper Code 2022 17 of 36 ran · 19 unverified report
583 Container-Light 82%20M3.2 – Paper Code 2021 0 of 7 ran · 7 unverified report
584 ViL-Small 82%24.6M4.86 – Paper Code 2021 6 of 10 ran · 4 unverified report
585 PVTv2-B2 82%25.4M4 – Paper Code 2021 linked, not harvested report
586 ActiveMLP-T 82%27.2M4 – Paper Code 2022 linked, not harvested report
587 LITv2-S 82%28M3.7 – Paper Code 2022 2 of 13 ran · 11 unverified report
588 DAT-T 82.0%29M4.6 – Paper Code 2022 8 of 10 ran · 2 unverified report
589 Swin-T (SAMix+DM) 81.97% – – – not matched report
590 EViT (fuse) 81.96% – Paper Code 2023 4 of 4 ran · 0 unverified report
591 Swin-T (AutoMix+DM) 81.92% – – – not matched report
592 GTP-LV-ViT-S/P8 81.9%4.8 – Paper Code 2023 1 of 2 ran · 1 unverified report
593 T2T-ViT-19 81.9%17.0 – Paper Code 2021 21 of 26 ran · 5 unverified report
594 ResNet-101 (224 res, Fast Knowledge Distillation) 81.9% – Paper Code 2021 linked, not harvested report
595 Discrete Adversarial Distillation (ViT-B, 224) 81.9% – Paper Code 2023 1 of 1 ran · 0 unverified report
596 DeBiFormer-T 81.9% – Paper Code 2024 linked, not harvested report
597 RVT-S* 81.9%23.3M4.7 – Paper Code 2021 linked, not harvested report
598 PiT-S 81.9%23.5M2.9 – Paper Code 2021 10 of 20 ran · 10 unverified report
599 sMLPNet-T (ImageNet-1k) 81.9%24.1M – Paper Code 2021 linked, not harvested report
600 ViL-Base-W 81.9%79M6.74 – Paper Code 2021 6 of 10 ran · 4 unverified report
601 Swin-T+SSA 81.89% – Paper Code 2023 linked, not harvested report
602 AOGNet-40M-AN 81.87%7.51 – Paper Code 2019 linked, not harvested report
603 FBNetV5 81.8%0.726 – Paper – 2021 no code linked report
604 NASViT-A5 81.8%0.757 – Paper Code 2021 linked, not harvested report
605 ResNet-200 81.8% – Paper Code 2021 1 of 3 ran · 2 unverified report
606 RepMLPNet-L256 81.8% – Paper Code 2021 2 of 3 ran · 1 unverified report
607 NEXcepTion-TP 81.8% – Paper Code 2022 linked, not harvested report
608 NAT-Mini 81.8%20M2.7 – Paper Code 2022 1 of 1 ran · 0 unverified report
609 DiNAT-Mini 81.8%20M2.7 – Paper Code 2022 linked, not harvested report
610 ResNet-152 (A2) 81.8%60.2M – Paper Code 2021 0 of 3 ran · 3 unverified report
611 DeiT-B 81.886.6M16.87 – Paper Code 2024 3 of 4 ran · 1 unverified report
612 MEAL V2 (ResNet-50) (380 res) 81.72%25.6M – Paper Code 2020 linked, not harvested report
613 gSwin-T 81.71%21.8M3.6 – Paper – 2022 no code linked report
614 FBNetV5-A-CLS 81.7%0.685 – Paper – 2021 no code linked report
615 T2T-ViT-14 81.7% – Paper Code 2021 linked, not harvested report
616 QnA-ViT-Tiny 81.7%16M2.5 – Paper Code 2021 0 of 5 ran · 5 unverified report
617 AutoFormer-small 81.7%22.9M5.1 – Paper Code 2021 linked, not harvested report
618 Shift-T 81.7%28M4.4 – Paper Code 2022 6 of 7 ran · 1 unverified report
619 BoTNet T3 81.7%33.5M7.3 – Paper Code 2021 26 of 49 ran · 23 unverified report
620 CvT-13 81.6%4.5 – Paper Code 2021 29 of 47 ran · 18 unverified report
621 ResNet-152 (SAM) 81.6% – Paper Code 2020 8 of 20 ran · 12 unverified report
622 UniRepLKNet-N 81.6% – Paper Code 2023 1 of 2 ran · 1 unverified report
623 CloFormer-S 81.6%12.3M2 – Paper Code 2023 linked, not harvested report
624 LeViT-256 81.6%17.8M1.066 – Paper Code 2021 23 of 30 ran · 7 unverified report
625 ReXNet_2.0 81.6%19M1.5 – Paper Code 2020 1 of 8 ran · 7 unverified report
626 SE-CoTNetD-50 81.6%23.1M4.1 – Paper Code 2021 linked, not harvested report
627 CoAtNet-0 81.6%25M4.2 – Paper Code 2021 2 of 5 ran · 3 unverified report
628 gMLP-B 81.6%73M31.6 – Paper Code 2021 34 of 44 ran · 10 unverified report
629 CoE-Large + CondConv 81.5%0.214 – Paper – 2021 no code linked report
630 GTP-DeiT-B/P8 81.5%13.1 – Paper Code 2023 1 of 2 ran · 1 unverified report
631 NEXcepTion-T 81.5% – Paper Code 2022 linked, not harvested report
632 DeiT-S-24 + GFSA 81.5% – Paper Code 2023 19 of 29 ran · 10 unverified report
633 NoisyStudent (EfficientNet-B1) 81.5%7.8M – Paper Code 2019 5 of 24 ran · 19 unverified report
634 TinyViT-11M 81.5%11M2.0 – Paper Code 2022 9 of 11 ran · 2 unverified report
635 Transformer local-attention (NesT-T) 81.5%17M5.8 – Paper Code 2021 7 of 26 ran · 19 unverified report
636 T2T-ViT-14 81.5%21.5M9.6 – Paper Code 2021 21 of 26 ran · 5 unverified report
637 CrossViT-15 81.5%27.4M5.8 – Paper Code 2021 17 of 26 ran · 9 unverified report
638 PyConvResNet-101 81.49%42.3M – Paper Code 2020 linked, not harvested report
639 ViT-B/16 (RPE w/ GAB) 81.484% – Paper Code 2023 linked, not harvested report
640 NASViT-A4 81.4%0.591 – Paper Code 2021 linked, not harvested report
641 MobileOne-S4 (distill) 81.4%2.9 – Paper Code 2022 1 of 6 ran · 5 unverified report
642 DeiT-S with iRPE-QKV 81.4%9.770 – Paper Code 2021 7 of 9 ran · 2 unverified report
643 ViT-S @224 (DeiT III) 81.4% – Paper Code 2022 linked, not harvested report
644 BiFormer-T (IN1k ptretrain) 81.4% – Paper Code 2023 6 of 6 ran · 0 unverified report
645 SENet-101 81.4%49.2M – Paper Code 2021 26 of 49 ran · 23 unverified report
646 GFNet-S 81.33% – Paper Code 2023 4 of 4 ran · 0 unverified report
647 ResNet-200 (Adversarial Autoaugment) 81.32% – Paper – 2019 no code linked report
648 MultiGrain PNASNet (300px) 81.3% – Paper Code 2019 1 of 4 ran · 3 unverified report
649 ResNet-152 81.3% – Paper Code 2021 1 of 3 ran · 2 unverified report
650 ConViT-S 81.3%27M5.4 – Paper Code 2021 linked, not harvested report
651 Swin-T 81.3%29M4.5 – Paper Code 2021 108 of 207 ran · 99 unverified report
652 SimpleNetV1-9m-correct-labels 81.249.5M – Paper Code 2016 3 of 11 ran · 8 unverified report
653 Res2Net-101 81.23% – Paper Code 2019 3 of 9 ran · 6 unverified report
654 ResNeXt-101 (Debiased+CutMix) 81.2 – Paper Code 2020 1 of 4 ran · 3 unverified report
655 PVT-S (+MixPro) 81.2% – Paper Code 2023 10 of 18 ran · 8 unverified report
656 Swin-T (PuzzleMix+DM) 81.16% – – – not matched report
657 TransBoost-ResNet50-StrikesBack 81.15%25.56M – Paper Code 2022 linked, not harvested report
658 ResNeSt-50 81.13%27.5M5.39 – Paper Code 2020 8 of 48 ran · 40 unverified report
659 DeiT-S (SAMix+DM) 81.12% – – – not matched report
660 DeiT-S with iRPE-QK 81.1%9.412 – Paper Code 2021 7 of 9 ran · 2 unverified report
661 DeiT-S-12 + GFSA 81.1% – Paper Code 2023 19 of 29 ran · 10 unverified report
662 CAS-ViT-S 81.1%5.76M0.932 – Paper Code 2024 4 of 6 ran · 2 unverified report
663 EfficientNet-B3 81.1%12M – Paper Code 2019 171 of 302 ran · 131 unverified report
664 VAN-B1 81.1%13.9M2.5 – Paper Code 2022 0 of 6 ran · 6 unverified report
665 RevBiFPN-S3 81.1%19.6M3.33 – Paper Code 2022 3 of 3 ran · 0 unverified report
666 ResNet-152x2-SAM 81.1%236M – Paper Code 2021 linked, not harvested report
667 DynamicViT-S 81.09% – Paper Code 2023 4 of 4 ran · 0 unverified report
668 ResNet-101 (SAMix) 81.08%44.6M – Paper Code 2021 linked, not harvested report
669 NASViT-A3 81.0%0.528 – Paper Code 2021 linked, not harvested report
670 ViTAE-13M 81%13.2M6.8 – Paper Code 2021 2 of 2 ran · 0 unverified report
671 ResNet-101 (AutoMix) 80.98%44.6M – Paper Code 2021 4 of 6 ran · 2 unverified report
672 DeiT-S (AutoMix+DM) 80.91% – – – not matched report
673 ResNet-101 80.9% – Paper Code 2021 1 of 3 ran · 2 unverified report
674 CAIT-XXS-24 80.9%12M9.6 – Paper Code 2021 5 of 11 ran · 6 unverified report
675 DeiT-S with iRPE-K 80.9%22M9.318 – Paper Code 2021 7 of 9 ran · 2 unverified report
676 CentroidViT-S (arXiv, 2021-02) 80.9%22.3M9.4 – Paper – 2021 no code linked report
677 ResNeXt-101 64x4 80.9%83.6M31.594.7 – Paper Code 2016 34 of 80 ran · 46 unverified report
678 AlphaNet-A6 80.8%0.709 – Paper Code 2021 16 of 31 ran · 15 unverified report
679 ResNet-200 (Supervised Contrastive) 80.8% – Paper Code 2020 6 of 23 ran · 17 unverified report
680 UniNet-B0 80.8%11.5M0.555 – Paper Code 2022 linked, not harvested report
681 LocalViT-S 80.8%22.4M4.6 – Paper Code 2021 3 of 6 ran · 3 unverified report
682 DAFT-conv (384 heads, 300 epochs) 80.8%23M – Paper – 2021 no code linked report
683 ResMLP-S24 80.8%30M6 – Paper Code 2021 2 of 7 ran · 5 unverified report
684 MNv4-Hybrid-M 80.7% – Paper Code 2024 6 of 13 ran · 7 unverified report
685 TinyViT-5M-distill (21k) 80.7%5.4M1.3 – Paper Code 2022 9 of 11 ran · 2 unverified report
686 CoE-Large 80.7%95.3M0.194 – Paper – 2021 no code linked report
687 MEAL V2 (ResNet-50) (224 res) 80.67% – Paper Code 2020 linked, not harvested report
688 TokenLearner-ViT-8 80.66% – Paper Code 2023 4 of 4 ran · 0 unverified report
689 ResNeSt-50-fast 80.64%27.5M4.34 – Paper Code 2020 8 of 48 ran · 40 unverified report
690 TransBoost-ResNet152 80.64%60.19M – Paper Code 2022 linked, not harvested report
691 ResNet-200 (Fast AA) 80.6% – Paper Code 2019 22 of 40 ran · 18 unverified report
692 CaiT-XXS (+MixPro) 80.6% – Paper Code 2023 10 of 18 ran · 8 unverified report
693 FastViT-SA12 80.6% – Paper Code 2023 1 of 5 ran · 4 unverified report
694 ResNeXt-101 (CutMix) 80.53% – Paper Code 2019 17 of 24 ran · 7 unverified report
695 NASViT-A2 80.5%0.421 – Paper Code 2021 linked, not harvested report
696 Attention-92 80.5% – Paper Code 2017 1 of 1 ran · 0 unverified report
697 NAT-M4 80.5%9.1M – Paper Code 2020 0 of 1 ran · 1 unverified report
698 IPT-T 80.5%14.0M2.3 – Paper Code 2022 linked, not harvested report
699 GLiT-Smalls 80.5%24.6M4.4 – Paper Code 2021 2 of 4 ran · 2 unverified report
700 HCGNet-C 80.5%42.2M7.1 – Paper Code 2019 4 of 5 ran · 1 unverified report
701 DVT (T2T-ViT-12) 80.43%1.7 – Paper Code 2021 2 of 3 ran · 1 unverified report
702 GhostNetV3 1.6x 80.4%95.2 – Paper Code 2024 0 of 3 ran · 3 unverified report
703 UniNet-B1 80.4%14M0.99 – Paper – 2021 no code linked report
704 DeiT-S (T2) 80.4%22M – Paper Code 2021 0 of 3 ran · 3 unverified report
705 ResNet50 (A1) 80.4%25M – Paper Code 2021 0 of 3 ran · 3 unverified report
706 gSwin-VT 80.32%15.5M2.3 – Paper – 2022 no code linked report
707 AlphaNet-A5 80.3%0.491 – Paper Code 2021 16 of 31 ran · 15 unverified report
708 ResNet-50+AutoDropout+RandAugment 80.3% – Paper Code 2021 linked, not harvested report
709 ReXNet_1.5 80.3%9.7M0.86 – Paper Code 2020 1 of 8 ran · 7 unverified report
710 DeiT-S (PuzzleMix+DM) 80.25% – – – not matched report
711 iAFF-ResNeXt-50-32x4d 80.22%34.7M – Paper Code 2020 2 of 2 ran · 0 unverified report
712 UniRepLKNet-P 80.2% – Paper Code 2023 1 of 2 ran · 1 unverified report
713 FixEfficientNet-B0 80.2%5.3M1.60 – Paper Code 2020 linked, not harvested report
714 DAFT-conv (16 heads) 80.2%20.3M – Paper – 2021 no code linked report
715 ConvMLP-L 80.2%42.7M – Paper Code 2021 0 of 3 ran · 3 unverified report
716 ResNet-50 (224 res, Fast Knowledge Distillation) 80.1% – Paper Code 2021 linked, not harvested report
717 HVT Base 80.1% – Paper Code 2024 linked, not harvested report
718 DAFT-conv (384 heads, 200 epochs) 80.1%23M – Paper – 2021 no code linked report
719 Inception ResNet V2 80.1%55.8M – Paper Code 2016 1 of 1 ran · 0 unverified report
720 RandWire-WS 80.1%61.5M7.9 – Paper Code 2019 0 of 31 ran · 31 unverified report
721 WideNet-H 80.09%63M – Paper Code 2021 linked, not harvested report
722 CoE-Small + CondConv + PWLU 80%0.100 – Paper – 2021 no code linked report
723 BasisNet-MV3 80%0.198 – Paper – 2021 no code linked report
724 AlphaNet-A4 80.0%0.444 – Paper Code 2021 16 of 31 ran · 15 unverified report
725 MogaNet-T (256res) 80%5.2M1.44 – Paper Code 2022 12 of 15 ran · 3 unverified report
726 LeViT-192 80%10.4M0.624 – Paper Code 2021 23 of 30 ran · 7 unverified report
727 ResNet-101 80%44.4M – Paper Code 2021 26 of 49 ran · 23 unverified report
728 ResNet-200 79.9% – Paper Code 2016 3 of 25 ran · 22 unverified report
729 MNv4-Conv-M 79.9% – Paper Code 2024 6 of 13 ran · 7 unverified report
730 RegNetY-8.0GF 79.9%39.2M8 – Paper Code 2020 11 of 53 ran · 42 unverified report
731 ViT-B/16-SAM 79.9%87M – Paper Code 2021 linked, not harvested report
732 TransBoost-ResNet101 79.86%44.55M – Paper Code 2022 linked, not harvested report
733 SKNet-101 79.81%48.9M8.46 – Paper Code 2019 3 of 3 ran · 0 unverified report
734 FixResNet-50 CutMix 79.8% – Paper Code 2019 0 of 2 ran · 2 unverified report
735 CSPResNeXt-50 + Mish 79.8% – Paper Code 2019 3 of 12 ran · 9 unverified report
736 kNN-CLIP 79.8% – Paper – 2022 no code linked report
737 FastViT-S12 79.8% – Paper Code 2023 1 of 5 ran · 4 unverified report
738 CloFormer-XS 79.8%7.2M1.1 – Paper Code 2023 linked, not harvested report
739 EfficientNet-B2 79.8%9.2M1 – Paper Code 2019 171 of 302 ran · 131 unverified report
740 GC ViT-XXT 79.8%12M2.1 – Paper Code 2022 17 of 36 ran · 19 unverified report
741 CSPResNeXt-50 (Mish+Aug) 79.8%20.5M – Paper Code 2019 linked, not harvested report
742 DAFT-full 79.8%22.6M – Paper – 2021 no code linked report
743 DVT (T2T-ViT-10) 79.74%0.7 – Paper Code 2021 2 of 3 ran · 1 unverified report
744 NASViT-A1 79.7%0.309 – Paper Code 2021 linked, not harvested report
745 GPaCo (ResNet-50) 79.7% – Paper Code 2022 linked, not harvested report
746 ResMLP-36 79.7%45M – Paper Code 2021 2 of 7 ran · 5 unverified report
747 Grafit (ResNet-50) 79.6% – Paper – 2020 no code linked report
748 LeViT-128 79.6%8.8M0.376 – Paper Code 2021 23 of 30 ran · 7 unverified report
749 ResT-Small 79.6%13.66M1.9 – Paper Code 2021 1 of 9 ran · 8 unverified report
750 GTP-DeiT-S/P8 79.5%3.4 – Paper Code 2023 1 of 2 ran · 1 unverified report
751 ReXNet_1.3 79.5%7.6M0.66 – Paper Code 2020 1 of 8 ran · 7 unverified report
752 WideNet-L 79.49%40M – Paper Code 2021 linked, not harvested report
753 ResNet-50 (SAMix) 79.41%25.6M – Paper Code 2021 linked, not harvested report
754 AlphaNet-A3 79.4%0.357 – Paper Code 2021 16 of 31 ran · 15 unverified report
755 MultiGrain R50-AA-500 79.4% – Paper Code 2019 1 of 4 ran · 3 unverified report
756 ResNet-50 (Adversarial Autoaugment) 79.4% – Paper – 2019 no code linked report
757 ResMLP-24 79.4% – Paper Code 2021 2 of 7 ran · 5 unverified report
758 EdgeNeXt-S 79.4%5.6M2.6 – Paper Code 2022 1 of 10 ran · 9 unverified report
759 TinyNet (GhostNet-A) 79.4%11.9M0.591 – Paper Code 2020 0 of 1 ran · 1 unverified report
760 MobileOne-S4 79.4%14.8M2.978 – Paper Code 2022 1 of 6 ran · 5 unverified report
761 RegNetY-4.0GF 79.4%20.6M4 – Paper Code 2020 11 of 53 ran · 42 unverified report
762 SENet-50 79.4%28.02M – Paper Code 2021 26 of 49 ran · 23 unverified report
763 ScaleNet-152 79.38%11.2 – Paper Code 2019 linked, not harvested report
764 LIP-ResNet-101 79.33%42.9M – Paper Code 2019 linked, not harvested report
765 MobileViTv3-S 79.3%5.8M1.841 – Paper Code 2022 linked, not harvested report
766 RedNet-152 79.3%34M6.8 – Paper Code 2021 7 of 9 ran · 2 unverified report
767 ResNet-50 (AutoMix) 79.25%25.6M – Paper Code 2021 4 of 6 ran · 2 unverified report
768 PS-KD (ResNet-152 + CutMix) 79.24% – Paper Code 2020 4 of 5 ran · 1 unverified report
769 ResNet-101 (JFT-300M Finetuning) 79.2% – Paper Code 2017 linked, not harvested report
770 RVT-Ti* 79.2%10.9M1.3 – Paper Code 2021 linked, not harvested report
771 Multiscale DEQ (MDEQ-XL) 79.2%81M – Paper Code 2020 10 of 14 ran · 4 unverified report
772 DenseNet-169 (H4*) 79.152% – Paper Code 2023 linked, not harvested report
773 SimpleNetV1-5m-correct-labels 79.125.7M – Paper Code 2016 3 of 11 ran · 8 unverified report
774 AlphaNet-A2 79.1%0.317 – Paper Code 2021 16 of 31 ran · 15 unverified report
775 GhostNetV3 1.3x 79.1%94.5 – Paper Code 2024 0 of 3 ran · 3 unverified report
776 AA-ResNet-152 79.1% – Paper Code 2019 3 of 6 ran · 3 unverified report
777 FixResNet-50 79.1% – Paper Code 2019 0 of 2 ran · 2 unverified report
778 MobileOne-S2 (distill) 79.1% – Paper Code 2022 1 of 6 ran · 5 unverified report
779 Diffusion Classifier 79.1% – Paper Code 2023 2 of 2 ran · 0 unverified report
780 FastViT-T12 79.1% – Paper Code 2023 1 of 5 ran · 4 unverified report
781 TinyViT-5M 79.1%5.4M1.3 – Paper Code 2022 9 of 11 ran · 2 unverified report
782 PiT-XS 79.1%10.6M1.4 – Paper Code 2021 10 of 20 ran · 10 unverified report
783 UniNet-B0 79.1%11.9M0.56 – Paper – 2021 no code linked report
784 RedNet-101 79.1%25.6M4.7 – Paper Code 2021 7 of 9 ran · 2 unverified report
785 ViT-B/16 79.186.6M16.87 – Paper Code 2024 3 of 4 ran · 1 unverified report
786 ResNet-50 (UDA) 79.04% – Paper Code 2019 15 of 52 ran · 37 unverified report
787 ScaleNet-101 79.03%7.5 – Paper Code 2019 linked, not harvested report
788 TransBoost-ResNet50 79.03% – Paper Code 2022 linked, not harvested report
789 Co-ResNet-152 79.03%60M – Paper Code 2021 linked, not harvested report
790 MobileNetV3_large_x1_0_ssld 79.0%5.47M – Paper Code 2020 linked, not harvested report
791 RevBiFPN-S2 79%10.6M1.37 – Paper Code 2022 3 of 3 ran · 0 unverified report
792 ConvMLP-M 79%17.4M – Paper Code 2021 0 of 3 ran · 3 unverified report
793 Xception 79%22.855952M87G0.838G – Paper Code 2016 1 of 15 ran · 14 unverified report
794 SpineNet-143 79%60.5M9.1 – Paper Code 2019 linked, not harvested report
795 Mixer-B/8-SAM 79%64M – Paper Code 2021 linked, not harvested report
796 InceptionV3 (FRN layer) 78.95% – Paper Code 2019 2 of 2 ran · 0 unverified report
797 ResNet-152 + SWA 78.94% – Paper Code 2018 5 of 9 ran · 4 unverified report
798 ECA-Net (ResNet-152) 78.92%57.40M10.83 – Paper Code 2019 1 of 8 ran · 7 unverified report
799 AlphaNet-A1 78.9%0.279 – Paper Code 2021 16 of 31 ran · 15 unverified report
800 MixNet-L 78.9%7.3M0.565 – Paper Code 2019 1 of 3 ran · 2 unverified report
801 CeiT-T (384 finetune res) 78.8%3.6 – Paper Code 2021 9 of 11 ran · 2 unverified report
802 Inception V3 78.894.4 – – – not matched report
803 NoisyStudent (EfficientNet-B0) 78.8%5.3M – Paper Code 2019 5 of 24 ran · 19 unverified report
804 EfficientNet-B1 78.8%7.8M0.7 – Paper Code 2019 171 of 302 ran · 131 unverified report
805 ResNet-50 78.8%25.5M – Paper Code 2021 26 of 49 ran · 23 unverified report
806 SGE-ResNet101 78.798%44.55M7.858 – Paper Code 2019 2 of 4 ran · 2 unverified report
807 RepVGG-B2 78.78%80.31M18.4 – Paper Code 2021 13 of 16 ran · 3 unverified report
808 ResNet-50 78.76% – Paper Code 2020 0 of 1 ran · 1 unverified report
809 SAMix+DM (ResNet-50 RSB A3) 78.75% – – – not matched report
810 ResNet-50 78.7% – Paper Code 2021 linked, not harvested report
811 CAS-ViT-XS 78.7%3.2M0.56 – Paper Code 2024 4 of 6 ran · 2 unverified report
812 SReT-LT (Fast Knowledge Distillation) 78.7%5M1.2 – Paper Code 2021 linked, not harvested report
813 PVTv2-B1 78.7%13.1M2.1 – Paper Code 2021 linked, not harvested report
814 ECA-Net (ResNet-101) 78.65%42.49M7.35 – Paper Code 2019 1 of 8 ran · 7 unverified report
815 MobileViTv3-1.0 78.64%1.876 – Paper Code 2022 linked, not harvested report
816 EdgeFormer-S 78.63%5M3.48 – Paper Code 2022 5 of 5 ran · 0 unverified report
817 AutoMix+DM (ResNet-50 RSB A3) 78.62% – – – not matched report
818 UniRepLKNet-F 78.6% – Paper Code 2023 1 of 2 ran · 1 unverified report
819 CSAT 78.63M – Paper – 2023 no code linked report
820 TransBoost-EfficientNetB0 78.60%5.29M – Paper Code 2022 linked, not harvested report
821 Visformer-Ti 78.6%10.3M1.3 – Paper Code 2021 1 of 1 ran · 0 unverified report
822 ResMLP-12 (distilled, class-MLP) 78.6%17.7M3 – Paper Code 2021 2 of 7 ran · 5 unverified report
823 RepMLP-Res50 78.60%52.77M – Paper Code 2021 2 of 14 ran · 12 unverified report
824 Res2Net-50-299 78.59% – Paper Code 2019 3 of 9 ran · 6 unverified report
825 ResNet-152 78.57%11.3 – Paper Code 2015 230 of 377 ran · 147 unverified report
826 ResNet-50-DW (Deformable Kernels) 78.5% – Paper Code 2019 linked, not harvested report
827 HRFormer-T 78.5%8.0M1.8 – Paper Code 2021 7 of 11 ran · 4 unverified report
828 HCGNet-B 78.5%12.9M2.0 – Paper Code 2019 4 of 5 ran · 1 unverified report
829 RepVGG-B2g4 78.5%55.77M11.3 – Paper Code 2021 13 of 16 ran · 3 unverified report
830 DVT (T2T-ViT-7) 78.48%0.6 – Paper Code 2021 2 of 3 ran · 1 unverified report
831 SRM-ResNet-101 78.47% – Paper Code 2019 3 of 3 ran · 0 unverified report
832 DenseNet-161 + SWA 78.44% – Paper Code 2018 5 of 9 ran · 4 unverified report
833 CoaT-Ti 78.42% – Paper Code 2023 4 of 4 ran · 0 unverified report
834 FBNetV5-AC-CLS 78.4%0.280 – Paper – 2021 no code linked report
835 ResNet-50 (CutMix) 78.4% – Paper Code 2019 17 of 24 ran · 7 unverified report
836 ReXNet_1.0-relabel 78.4%4.8M – Paper Code 2021 linked, not harvested report
837 MobileViT-S 78.4%5.6M – Paper Code 2021 53 of 68 ran · 15 unverified report
838 RedNet-50 78.4%15.5M2.7 – Paper Code 2021 7 of 9 ran · 2 unverified report
839 ResNet-50 (SAMix+DM) 78.36% – – – not matched report
840 ResNet-50 + DropBlock (0.9 kp, 0.1 label smoothing) 78.35% – Paper Code 2018 linked, not harvested report
841 Poly-SA-ViT-S 78.34% – Paper Code 2023 4 of 4 ran · 0 unverified report
842 EfficientNet-B0 (CondConv) 78.3%0.826 – Paper Code 2019 linked, not harvested report
843 ResNet-101 78.25%40M7.6 – Paper Code 2015 230 of 377 ran · 147 unverified report
844 NASViT-A0 78.2%0.208 – Paper Code 2021 linked, not harvested report
845 MultiGrain R50-AA-224 78.2% – Paper Code 2019 1 of 4 ran · 3 unverified report
846 Pyramid ViG-Ti 78.2%10.7M1.7 – Paper Code 2022 19 of 34 ran · 15 unverified report
847 LocalViT-PVT 78.2%13.5M4.8 – Paper Code 2021 3 of 6 ran · 3 unverified report
848 ResNet-50 (AutoMix+DM) 78.15% – – – not matched report
849 PuzzleMix+DM (ResNet-50 RSB A3) 78.15% – – – not matched report
850 ResNet-50 (LIP Bottleneck-256) 78.15%25.8M – Paper Code 2019 linked, not harvested report
851 WRN-50-2-bottleneck 78.1% – Paper Code 2016 60 of 96 ran · 36 unverified report
852 MobileViTv2-1.0 78.1%4.9M1.8 – Paper Code 2022 1 of 1 ran · 0 unverified report
853 MobileOne-S3 78.1%10.1M1.896 – Paper Code 2022 1 of 6 ran · 5 unverified report
854 ResNet50 (A3) 78.1%25M – Paper Code 2021 0 of 3 ran · 3 unverified report
855 ZenNet-400M-SE 78%5.7M0.820 – Paper Code 2021 2 of 2 ran · 0 unverified report
856 RegNetY-1.6GF 78%11.2M1.6 – Paper Code 2020 11 of 53 ran · 42 unverified report
857 HVT-S-1 78.00%21.74M2.4 – Paper Code 2021 1 of 2 ran · 1 unverified report
858 Perceiver (FF) 78%44.9M707.2 – Paper Code 2021 41 of 55 ran · 14 unverified report
859 ReXNet_1.0 77.9%4.8M0.40 – Paper Code 2020 1 of 8 ran · 7 unverified report
860 ViTAE-6M 77.9%6.5M4 – Paper Code 2021 2 of 2 ran · 0 unverified report
861 DenseNet-264 77.85% – Paper Code 2016 18 of 71 ran · 53 unverified report
862 AlphaNet-A0 77.8%0.203 – Paper Code 2021 16 of 31 ran · 15 unverified report
863 ScaleNet-50 77.8%3.8 – Paper Code 2019 linked, not harvested report
864 ResMLP-S12 77.8%15.4M – Paper Code 2021 2 of 7 ran · 5 unverified report
865 ResNet-50 (PuzzleMix+DM) 77.71% – – – not matched report
866 TinyNet-A + RA 77.7%5.1M0.339 – Paper Code 2020 0 of 1 ran · 1 unverified report
867 ResNet-50 (Fast AA) 77.6% – Paper Code 2019 22 of 40 ran · 18 unverified report
868 SReT-T 77.6%4.8M1.1 – Paper Code 2021 linked, not harvested report
869 RedNet-38 77.6%12.4M2.2 – Paper Code 2021 7 of 9 ran · 2 unverified report
870 SGE-ResNet50 77.584%25.56M4.127 – Paper Code 2019 2 of 4 ran · 2 unverified report
871 WideNet-B 77.54%29M – Paper Code 2021 linked, not harvested report
872 EfficientNet-B0 77.5% – Paper Code 2021 linked, not harvested report
873 ACNet (ResNet-50) 77.5%29.38M – Paper Code 2019 linked, not harvested report
874 ECA-Net (ResNet-50) 77.48%24.37M3.86 – Paper Code 2019 1 of 8 ran · 7 unverified report
875 DenseNet-201 77.42% – Paper Code 2016 18 of 71 ran · 53 unverified report
876 MobileOne-S2 77.4%7.8M1.299 – Paper Code 2022 1 of 6 ran · 5 unverified report
877 R-Mix (ResNet-50) 77.39% – Paper Code 2022 linked, not harvested report
878 ResnetV2 50 (FRN layer) 77.21% – Paper Code 2019 2 of 2 ran · 0 unverified report
879 FBNetV5-AR-CLS 77.2%0.215 – Paper – 2021 no code linked report
880 MogaNet-XT (256res) 77.2%3M1.04 – Paper Code 2022 12 of 15 ran · 3 unverified report
881 ReXNet_0.9 77.2%4.1M0.35 – Paper Code 2020 1 of 8 ran · 7 unverified report
882 Prodpoly 77.17% – Paper Code 2020 linked, not harvested report
883 ResNet-50-D 77.16%25M – Paper Code 2018 4 of 15 ran · 11 unverified report
884 Inception v3 77.12% – Paper Code 2018 linked, not harvested report
885 GhostNetV3 1.0x 77.1%93.3 – Paper Code 2024 0 of 3 ran · 3 unverified report
886 MKD ViT-T 77.1% – Paper – 2022 no code linked report
887 GreedyNAS-A 77.1%6.5M0.366 – Paper – 2020 no code linked report
888 SkipblockNet-L 77.1%7.1M0.364 – Paper Code 2021 linked, not harvested report
889 CI2P-ViT 77%6.442 – Paper Code 2025 linked, not harvested report
890 SSAL-Resnet50 77.0% – Paper Code 2021 linked, not harvested report
891 UniRepLKNet-A 77% – Paper Code 2023 1 of 2 ran · 1 unverified report
892 CloFormer-XXS 77%4.2M0.6 – Paper Code 2023 linked, not harvested report
893 MixNet-M 77%5.0M0.360 – Paper Code 2019 1 of 3 ran · 2 unverified report
894 ResNet50 (FSGDM) 76.91% – Paper Code 2024 1 of 2 ran · 1 unverified report
895 SCARLET-A 76.9%6.7M0.730 – Paper Code 2019 linked, not harvested report
896 TransBoost-MobileNetV3-L 76.81%5.48M – Paper Code 2022 linked, not harvested report
897 ViTAE-T-Stage 76.8%4.8M4.6 – Paper Code 2021 2 of 2 ran · 0 unverified report
898 GreedyNAS-B 76.8%5.2M0.324 – Paper – 2020 no code linked report
899 ConvMLP-S 76.89M – Paper Code 2021 0 of 3 ran · 3 unverified report
900 Perona Malik (Perona and Malik, 1990) 76.71% – Paper Code 2020 linked, not harvested report
901 PVT-T (+MixPro) 76.7% – Paper Code 2023 10 of 18 ran · 8 unverified report
902 MobileViTv3-XS 76.7%2.5M0.927 – Paper Code 2022 linked, not harvested report
903 MnasNet-A3 76.7%5.2M0.8060.0403G – Paper Code 2018 2 of 6 ran · 4 unverified report
904 ViL-Tiny-RPB 76.7%6.7M1.3 – Paper Code 2021 6 of 10 ran · 4 unverified report
905 ConViT-Ti+ 76.7%10M2 – Paper Code 2021 linked, not harvested report
906 TransBoost-ResNet34 76.70%21.8M – Paper Code 2022 linked, not harvested report
907 LIP-DenseNet-BC-121 76.64%8.7M – Paper Code 2019 linked, not harvested report
908 ResNet-50 (X-volution, stage3) 76.6% – Paper – 2021 no code linked report
909 MUXNet-l 76.6%4.0M0.636 – Paper Code 2020 3 of 5 ran · 2 unverified report
910 DeiT-B 76.6%5M – Paper Code 2020 12 of 19 ran · 7 unverified report
911 MobileViTv3-0.75 76.55%3M1.064 – Paper Code 2022 linked, not harvested report
912 Mixer-B/16 76.44%46M – Paper Code 2021 106 of 134 ran · 28 unverified report
913 Perceiver 76.4% – Paper Code 2021 41 of 55 ran · 14 unverified report
914 CeiT-T 76.4%6.4M1.2 – Paper Code 2021 9 of 11 ran · 2 unverified report
915 ResNet-34 (SAMix) 76.35%21.8M – Paper Code 2021 linked, not harvested report
916 VGG 76.393.2 ✓ – – not matched report
917 EfficientNet-B0 76.3%5.3M0.39 – Paper Code 2019 171 of 302 ran · 131 unverified report
918 RegNetY-800MF 76.3%6.3M0.8 – Paper Code 2020 11 of 53 ran · 42 unverified report
919 SCARLET-B 76.3%6.5M0.658 – Paper Code 2019 linked, not harvested report
920 GLiT-Tinys 76.3%7.2M1.4 – Paper Code 2021 2 of 4 ran · 2 unverified report
921 DenseNet-169 76.2% – Paper Code 2016 18 of 71 ran · 53 unverified report
922 GreedyNAS-C 76.2%4.7M0.284 – Paper – 2020 no code linked report
923 SkipblockNet-M 76.2%5.5M0.246 – Paper Code 2021 linked, not harvested report
924 ELP (naive ResNet50) 76.13 – Paper Code 2022 linked, not harvested report
925 ResNet-34 (AutoMix) 76.1%21.8M – Paper Code 2021 4 of 6 ran · 2 unverified report
926 ResNet-50 MLPerf v0.7 - 2512 steps 75.92% – Paper – 2021 no code linked report
927 DenseNAS-A 75.9% – Paper Code 2019 2 of 2 ran · 0 unverified report
928 MobileOne-S1 75.9%4.8M0.825 – Paper Code 2022 1 of 6 ran · 5 unverified report
929 MoGA-A 75.9%5.1M0.6080.0304G – Paper Code 2019 linked, not harvested report
930 RevBiFPN-S1 75.9%5.11M0.62 – Paper Code 2022 3 of 3 ran · 0 unverified report
931 LocalViT-TNT 75.9%6.3M1.4 – Paper Code 2021 3 of 6 ran · 3 unverified report
932 SALG-ST 75.9%6.5M – Paper – 2022 no code linked report
933 RedNet-26 75.9%9.2M1.7 – Paper Code 2021 7 of 9 ran · 2 unverified report
934 FractalNet-34 75.88% – Paper Code 2016 4 of 6 ran · 2 unverified report
935 MixNet-S 75.8%4.1M0.256 – Paper Code 2019 1 of 3 ran · 2 unverified report
936 CoordConv ResNet-50 75.74% – Paper Code 2018 4 of 5 ran · 1 unverified report
937 LeViT-128S 75.7%4.7M0.288 – Paper Code 2021 23 of 30 ran · 7 unverified report
938 GhostNet ×1.3 75.7%7.3M0.226 – Paper Code 2019 6 of 23 ran · 17 unverified report
939 LR-Net-26 75.7%14.7M2.6 – Paper Code 2019 1 of 1 ran · 0 unverified report
940 Mixer-S16 + STD 75.7%22.2M4.3 – Paper Code 2022 linked, not harvested report
941 SimpleNetV1-small-075-correct-labels 75.663M – Paper Code 2016 3 of 11 ran · 8 unverified report
942 FastViT-T8 75.6% – Paper Code 2023 1 of 5 ran · 4 unverified report
943 MobileViTv2-0.75 75.6%2.9M1.0 – Paper Code 2022 1 of 1 ran · 0 unverified report
944 MnasNet-A2 75.6%4.8M0.680 – Paper Code 2018 2 of 6 ran · 4 unverified report
945 SCARLET-C 75.6%6M0.560 – Paper Code 2019 linked, not harvested report
946 PAWS (ResNet-50, 10% labels) 75.5% – Paper Code 2021 7 of 21 ran · 14 unverified report
947 RegNetY-600MF 75.5%6.1M0.6 – Paper Code 2020 11 of 53 ran · 42 unverified report
948 ShuffleNet V2 75.4%0.597 – Paper Code 2018 1 of 30 ran · 29 unverified report
949 VAN-B0 75.4%4.1M0.9 – Paper Code 2022 0 of 6 ran · 6 unverified report
950 AsymmNet-Large ×1.0 75.4%5.99M0.4338 – Paper Code 2021 linked, not harvested report
951 FairNAS-A 75.34%4.6M0.776 – Paper Code 2019 linked, not harvested report
952 ViTAE-T 75.3%3.0 – Paper Code 2021 2 of 2 ran · 0 unverified report
953 MUXNet-m 75.3%3.4M0.436 – Paper Code 2020 3 of 5 ran · 2 unverified report
954 ResNet-50 75.3%25M3.8 – Paper Code 2015 230 of 377 ran · 147 unverified report
955 MnasNet-A1 75.2%3.9M0.624 – Paper Code 2018 2 of 6 ran · 4 unverified report
956 MobileNet V3-Large 1.0 75.2%5.4M0.438 – Paper Code 2019 58 of 105 ran · 47 unverified report
957 DiCENet 75.1%0.553 – Paper Code 2019 0 of 1 ran · 1 unverified report
958 MultiGrain NASNet-A-Mobile (350px) 75.1% – Paper Code 2019 1 of 4 ran · 3 unverified report
959 FairNAS-B 75.10%4.5M0.690 – Paper Code 2019 linked, not harvested report
960 ResNet-34 (X-volution, stage3) 75% – Paper – 2021 no code linked report
961 Ghost-ResNet-50 (s=2) 75%13M2.2 – Paper Code 2019 6 of 23 ran · 17 unverified report
962 DenseNet-121 74.98% – Paper Code 2016 18 of 71 ran · 53 unverified report
963 Single-Path NAS 74.96% – Paper Code 2019 1 of 16 ran · 15 unverified report
964 WaveMix-192/16 (level 3) 74.93% – Paper Code 2022 linked, not harvested report
965 FF 74.9 – Paper Code 2021 linked, not harvested report
966 FBNet-C 74.9%5.5M0.375 – Paper Code 2018 0 of 1 ran · 1 unverified report
967 ESPNetv2 74.9%5.9M0.602 – Paper Code 2018 2 of 4 ran · 2 unverified report
968 MobileViT-XS 74.8%2.3M0.7 – Paper Code 2021 53 of 68 ran · 15 unverified report
969 LocalViT-T 74.8%5.9M1.3 – Paper Code 2021 3 of 6 ran · 3 unverified report
970 RandWire-WS (small) 74.7%5.6M0.583 – Paper Code 2019 0 of 31 ran · 31 unverified report
971 AutoFormer-tiny 74.7%5.7M1.3 – Paper Code 2021 linked, not harvested report
972 MobileNetV2 (1.4) 74.7%6.9M1.170 – Paper Code 2018 85 of 111 ran · 26 unverified report
973 FairNAS-C 74.69%4.4M0.642 – Paper Code 2019 linked, not harvested report
974 ReXNet_0.6 74.6%2.7M – Paper Code 2020 1 of 8 ran · 7 unverified report
975 Proxyless 74.6%4.0M – Paper Code 2018 5 of 27 ran · 22 unverified report
976 PiT-Ti 74.6%4.9M0.7 – Paper Code 2021 10 of 20 ran · 10 unverified report
977 DY-MobileNetV2 ×1.0 74.4%11.1M0,626 – Paper Code 2019 1 of 4 ran · 3 unverified report
978 SimpleNetV1-9m 74.179.5M – Paper Code 2016 3 of 11 ran · 8 unverified report
979 RegNetY-400MF 74.1%4.3M0.4 – Paper Code 2020 11 of 53 ran · 42 unverified report
980 Ghost-ResNet-50 (s=4) 74.1%6.5M1.2 – Paper Code 2019 6 of 23 ran · 17 unverified report
981 SReT-ExT 74.0%4M0.7 – Paper Code 2021 linked, not harvested report
982 GhostNet ×1.0 73.9%5.2M0.141 – Paper Code 2019 6 of 23 ran · 17 unverified report
983 DeiT-T (+MixPro) 73.8% – Paper Code 2023 10 of 18 ran · 8 unverified report
984 MNv4-Conv-S 73.8% – Paper Code 2024 6 of 13 ran · 7 unverified report
985 DeiT-Ti with iRPE-K 73.7%6M2.568 – Paper Code 2021 7 of 9 ran · 2 unverified report
986 DGPPF-ResNet50 73.66%2.56M0.4 – Paper Code 2024 linked, not harvested report
987 TransBoost-ResNet18 73.36%11.69M – Paper Code 2022 linked, not harvested report
988 Wide ResNet-50 (edge-popup) 73.3%20.6M – Paper Code 2019 2 of 9 ran · 7 unverified report
989 ResNet-18 (MEAL V2) 73.19% – Paper Code 2020 linked, not harvested report
990 ConViT-Ti 73.1%6M1 – Paper Code 2021 linked, not harvested report
991 RevBiFPN-S0 72.8%3.42M0.31 – Paper Code 2022 3 of 3 ran · 0 unverified report
992 DY-MobileNetV2 ×0.75 72.8%7M0.435 – Paper Code 2019 1 of 4 ran · 3 unverified report
993 DY-ResNet-18 72.7%42.7M3.7 – Paper Code 2019 1 of 4 ran · 3 unverified report
994 ECA-Net (MobileNetV2) 72.56%3.34M0.320 – Paper Code 2019 1 of 8 ran · 7 unverified report
995 MobileNet-224 (CGD) 72.56%4.26M1.198 – Paper Code 2019 linked, not harvested report
996 MobileOne-S0 (distill) 72.5%2.1M0.275 – Paper Code 2022 1 of 6 ran · 5 unverified report
997 LocalViT-T2T 72.5%4.3M1.2 – Paper Code 2021 3 of 6 ran · 3 unverified report
998 MobileViTv3-0.5 72.33%1.4M0.481 – Paper Code 2022 linked, not harvested report
999 ResNet-18 (SAMix) 72.33%11.7M – Paper Code 2021 linked, not harvested report
1000 ResNet-50 72.1% – Paper Code 2019 0 of 4 ran · 4 unverified report
1001 ResNet-18 (AutoMix) 72.05%11.7M – Paper Code 2021 4 of 6 ran · 2 unverified report
1002 MobileNetV2 72%3.4M0.600 ✓ Paper Code 2018 85 of 111 ran · 26 unverified report
1003 Ours 71.97% – Paper – 2020 no code linked report
1004 SimpleNetV1-5m 71.945.7M – Paper Code 2016 3 of 11 ran · 8 unverified report
1005 ResNet-18 (PAD-L2 w/ ResNet-34 teacher) 71.71% – Paper Code 2020 10 of 26 ran · 16 unverified report
1006 MUXNet-s 71.6%2.4M0.234 – Paper Code 2020 3 of 5 ran · 2 unverified report
1007 PDC 71.6%11.51M – Paper Code 2021 4 of 6 ran · 2 unverified report
1008 ResNet-18 (FT w/ ResNet-34 teacher) 71.56% – Paper Code 2020 10 of 26 ran · 16 unverified report
1009 EfficientFormer-V2-S0 71.53% – Paper Code 2023 4 of 4 ran · 0 unverified report
1010 MobileOne-S0 71.4%2.1M – Paper Code 2022 1 of 6 ran · 5 unverified report
1011 ResNet-18 (KD w/ ResNet-34 teacher) 71.37% – Paper Code 2020 10 of 26 ran · 16 unverified report
1012 Dspike (VGG-16) 71.24 ✓ Paper – 2021 no code linked report
1013 EdgeNeXt-XXS 71.2%1.3M0.522 – Paper Code 2022 1 of 10 ran · 9 unverified report
1014 ResNet-18 (L2 w/ ResNet-34 teacher) 71.08% – Paper Code 2020 10 of 26 ran · 16 unverified report
1015 MobileViTv3-XXS 70.98%1.2M0.289 – Paper Code 2022 linked, not harvested report
1016 ResNet-18 (CRD w/ ResNet-34 teacher) 70.93% – Paper Code 2020 10 of 26 ran · 16 unverified report
1017 ShuffleNet 70.9% – Paper Code 2017 linked, not harvested report
1018 MobileNet-224 ×1.25 70.6%1.138 – Paper Code 2017 52 of 83 ran · 31 unverified report
1019 PSN (SEW ResNet-34) 70.54 – – – not matched report
1020 ResNet-18 (tf-KD w/ ResNet-18 teacher) 70.52% – Paper Code 2020 10 of 26 ran · 16 unverified report
1021 PVTv2-B0 70.5%3.4M0.6 – Paper Code 2021 linked, not harvested report
1022 GAC-SNN MS-ResNet-34 70.42 – Paper Code 2023 7 of 12 ran · 5 unverified report
1023 MobileViTv2-0.5 70.2%1.4M0.5 – Paper Code 2022 1 of 1 ran · 0 unverified report
1024 ResNet-18 (SSKD w/ ResNet-34 teacher) 70.09% – Paper Code 2020 10 of 26 ran · 16 unverified report
1025 DY-MobileNetV3-Small 69.7%4.8M0.137 – Paper Code 2019 1 of 4 ran · 3 unverified report
1026 HVT-Ti-1 69.64%5.74M0.64 – Paper Code 2021 1 of 2 ran · 1 unverified report
1027 GhostNetV3 0.5x 69.4%88.5 – Paper Code 2024 0 of 3 ran · 3 unverified report
1028 DY-MobileNetV2 ×0.5 69.4%4M0.203 – Paper Code 2019 1 of 4 ran · 3 unverified report
1029 AsymmNet-Large ×0.5 69.2%2.8M0.1344 – Paper Code 2021 linked, not harvested report
1030 SimpleNetV1-small-05-correct-labels 69.111.5M – Paper Code 2016 3 of 11 ran · 8 unverified report
1031 Heteroscedastic (InceptionResNet-v2) 68.6% – Paper – 2021 no code linked report
1032 AsymmNet-Small ×1.0 68.4%3.1M0.1154 – Paper Code 2021 linked, not harvested report
1033 FireCaffe (GoogLeNet) 68.3% – Paper – 2015 no code linked report
1034 Graph-RISE (40M) 68.29% – Paper Code 2019 linked, not harvested report
1035 SimpleNetV1-small-075 68.153M – Paper Code 2016 3 of 11 ran · 8 unverified report
1036 ReActNet-A (BN-Free) 68.0% – Paper Code 2021 4 of 11 ran · 7 unverified report
1037 ResNet34 (FSGDM) 67.74% – Paper Code 2024 1 of 2 ran · 1 unverified report
1038 DY-ResNet-10 67.7%18.6M1.82 – Paper Code 2019 1 of 4 ran · 3 unverified report
1039 WaveMixLite-256/24 67.7%32.4M – Paper Code 2022 linked, not harvested report
1040 PSN (SEW ResNet-18) 67.63 – – – not matched report
1041 MUXNet-xs 66.7%1.8M0.132 – Paper Code 2020 3 of 5 ran · 2 unverified report
1042 PAWS (ResNet-50, 1% labels) 66.5% – Paper Code 2021 7 of 21 ran · 14 unverified report
1043 GhostNet ×0.5 66.2%2.6M0.042 – Paper Code 2019 6 of 23 ran · 17 unverified report
1044 OverFeat 66.0486.76 ✓ – – not matched report
1045 DGPPF-MobileNetV2 65.59%1.03M0.1 – Paper Code 2024 linked, not harvested report
1046 DGPPF-ResNet18 65.221.15M0.2 – Paper Code 2024 linked, not harvested report
1047 OTTT 65.15% – Paper Code 2022 3 of 3 ran · 0 unverified report
1048 DY-MobileNetV2 ×0.35 64.9%2.8M0.124 – Paper Code 2019 1 of 4 ran · 3 unverified report
1049 Alexnet 63.362M84.6 ✓ – – not matched report
1050 BBG (ResNet-34) 62.6% – Paper Code 2019 linked, not harvested report
1051 SimpleNetV1-small-05 61.521.5M – Paper Code 2016 3 of 11 ran · 8 unverified report
1052 BBG (ResNet-18) 59.4% – Paper Code 2019 linked, not harvested report
1053 FireCaffe (AlexNet) 58.9% – Paper – 2015 no code linked report
1054 HMAX 38.3% – Paper – 2022 no code linked report
1055 ViT-Large 24% – Paper Code 2020 281 of 419 ran · 138 unverified report
1056 CCT-14/7x2 22.36M11.06 – Paper Code 2021 3 of 6 ran · 3 unverified report
1057 MambaVision-L2 241.5M – Paper Code 2024 2 of 8 ran · 6 unverified report
1058 ONE-PEACE 1520M – Paper Code 2023 2 of 7 ran · 5 unverified report
1059 AIMv2-2B 2700M – Paper Code 2024 0 of 3 ran · 3 unverified report
1060 InternImage-DCNv3-G (M3I Pre-training) 3000M – Paper Code 2022 2 of 4 ran · 2 unverified report

All 1,060 rows shown. 1,042 link to a paper page on this site; 7 are marked as using additional training data in the archive. No GitHub stars are tracked; "Code" is the first repository the archive lists for the row. The archive carries no row tags, review links or community-submitted rows for this table; none are shown. archive 2025-07-28

Syntology Ran reads "N of M ran · U unverified": of the M code samples Syntology harvested from repositories linked to that row's paper (joined by arXiv id), N executed on a synthesized input and the other U = M−N are unverified (harvested, no recorded run). It counts code from repositories linked to that row's paper, not this result: the row's number was not reproduced and nothing here is a correctness claim. The other cell texts mean no graph line for the row: "linked, not harvested" (the archive links code, Syntology has not harvested it), "no code linked" (no code link in the archive), "not matched" (the row's paper URL matched no paper on this site). 712 rows have a graph line, from 217 distinct papers; 619 rows (192 papers) have at least one sample that ran. Counting each paper once: Syntology ran 2,517 of 4,655 samples; 2,138 unverified. Separately, 1,299 of those 4,655 are pointer-only (licence): the site points at that code rather than redistributing it, a licence property recorded for ran and unverified samples alike; each cell's tooltip carries the row's own pointer-only count. Read from the graph 2026-09-24. Per-sample status is on the paper page.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections