</> Code with Papers by Syntology

Browse › Computer Vision › Image Super-Resolution › BSD100 - 4x upscaling

Image Super-Resolution archive 2025-07-28

BSD100 - 4x upscaling Benchmark (Image Super-Resolution)

71 rows 66 with code listed 5 metrics Dataset page

Image Super-Resolution is a machine learning task where the goal is to increase the resolution of an image, often by a factor of 4x or more, while maintaining its content and details as much as possible. The end result is a high-resolution version of the original image. This task can be used for various applications such as improving image quality, enhancing visual detail, and increasing the accuracy of computer vision algorithms.

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

Over time archive 2025-07-28

The chart needs JavaScript; the table below carries every value.

Direction inferred from the metric name, not from the archive: PSNR (higher is better), SSIM (higher is better). Not inferred (points only, no best-so-far line): MOS, LPIPS, DISTS. Points are placed at the row's paper date; 71 of 71 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 DRCT-L 28.160.7577 – Paper Code 2024 4 of 4 ran · 0 unverified report
2 Hi-IR-L 28.130.7622 – Paper – 2024 no code linked report
3 HMA† 28.130.7562 ✓ Paper Code 2024 linked, not harvested report
4 HAT-L 28.090.7551 – Paper Code 2022 linked, not harvested report
5 HAT_FIR 28.07 – Paper Code 2022 linked, not harvested report
6 DRCT 28.060.7533 – Paper Code 2024 4 of 4 ran · 0 unverified report
7 CPAT+ 28.060.7532 – Paper – 2024 no code linked report
8 HAT 28.050.7534 – Paper Code 2022 linked, not harvested report
9 CPAT 28.040.7527 – Paper – 2024 no code linked report
10 SwinFIR 28.030.7520 – Paper Code 2022 linked, not harvested report
11 WaveMixSR-V2 27.870.764 – Paper Code 2024 linked, not harvested report
12 DRLN+ 27.870.7453 – Paper Code 2019 3 of 4 ran · 1 unverified report
13 SAN 27.860.7457 – Paper Code 2019 linked, not harvested report
14 LTE 27.86 – Paper Code 2021 6 of 9 ran · 3 unverified report
15 SRGAN + Residual-in-Residual Dense Block 27.850.7455 – Paper Code 2018 12 of 44 ran · 32 unverified report
16 HAN+ 27.850.7454 – Paper Code 2020 linked, not harvested report
17 RFN 27.83 – Paper Code 2019 linked, not harvested report
18 ABPN 27.820.743 – Paper Code 2019 linked, not harvested report
19 CSNLN 27.80.7439 – Paper Code 2020 linked, not harvested report
20 ProSR 27.79 – Paper Code 2018 linked, not harvested report
21 RCAN 27.770.7436 – Paper Code 2018 14 of 22 ran · 8 unverified report
22 HBPN 27.770.743 – Paper Code 2019 linked, not harvested report
23 SwinOIR 27.760.7441 – Paper Code 2023 linked, not harvested report
24 GMFN 27.740.7421 – Paper Code 2019 linked, not harvested report
25 RDN 27.720.7419 – Paper Code 2018 7 of 24 ran · 17 unverified report
26 SRFBN 27.720.7409 – Paper Code 2019 2 of 7 ran · 5 unverified report
27 D-DBPN 27.720.740 – Paper Code 2018 8 of 14 ran · 6 unverified report
28 EDSR 27.710.7420 – Paper Code 2017 4 of 4 ran · 0 unverified report
29 Manifold Simplification 27.660.7380 – Paper Code 2016 linked, not harvested report
30 MWCNN 27.620.7355 – Paper Code 2018 linked, not harvested report
31 SRResNet 27.580.7622.29 – Paper Code 2016 21 of 72 ran · 51 unverified report
32 CARN 27.580.7349 – Paper Code 2018 0 of 3 ran · 3 unverified report
33 BSRN 27.570.7353 – Paper Code 2018 linked, not harvested report
34 SRRAM 27.560.7350 – Paper Code 2018 linked, not harvested report
35 IMDN 27.56 – Paper Code 2019 2 of 3 ran · 1 unverified report
36 ENet-E 27.500.7326 – Paper Code 2016 0 of 5 ran · 5 unverified report
37 SRMDNF 27.490.734 – Paper Code 2017 linked, not harvested report
38 NLRN 27.480.7306 – Paper Code 2018 0 of 1 ran · 1 unverified report
39 RL-CSC 27.440.7302 – Paper – 2018 no code linked report
40 SESR 27.420.737 – Paper Code 2018 linked, not harvested report
41 LFFN-S 27.42 – Paper Code 2019 linked, not harvested report
42 IDN 27.410.7297 – Paper Code 2018 linked, not harvested report
43 RED30 27.400.7290 – Paper Code 2016 linked, not harvested report
44 RED30 27.40.729 – Paper Code 2016 linked, not harvested report
45 MemNet 27.400.7281 – Paper Code 2017 linked, not harvested report
46 LapSRN 27.320.728 – Paper Code 2017 linked, not harvested report
47 DnCNN-3 27.290.7253 – Paper Code 2016 1 of 6 ran · 5 unverified report
48 DSRN 27.250.724 – Paper Code 2018 linked, not harvested report
49 DRCN 27.210.74932.12 – Paper Code 2015 0 of 3 ran · 3 unverified report
50 RC-Net 27.21 – Paper Code 2019 linked, not harvested report
51 IA 27.16 – Paper – 2015 no code linked report
52 ZSSR 27.120.7211 – Paper Code 2017 linked, not harvested report
53 ESPCN 27.020.74422.01 – Paper Code 2016 4 of 20 ran · 16 unverified report
54 FAFR* 26.91 – Paper Code 2017 linked, not harvested report
55 SRCNN 26.90.7101 – Paper Code 2014 7 of 27 ran · 20 unverified report
56 JMPF+ 26.87 – Paper Code 2017 linked, not harvested report
57 4PP-EUSR 26.57070.6900 – Paper Code 2018 linked, not harvested report
58 FxSR-PD t=0.0 26.380.7380.3433 – Paper Code 2022 linked, not harvested report
59 bicubic 25.940.69351.47 – Paper Code 2016 21 of 72 ran · 51 unverified report
60 AESOP 25.930.68130.13850.1072 – Paper Code 2024 2 of 6 ran · 4 unverified report
61 SPSR 25.5050.65760.1611 – Paper Code 2020 linked, not harvested report
62 SFT-GAN 25.330.651 – Paper Code 2018 linked, not harvested report
63 SRGAN 25.160.66883.56 – Paper Code 2016 21 of 72 ran · 51 unverified report
64 nearest neighbors 25.020.66061.11 – Paper Code 2016 21 of 72 ran · 51 unverified report
65 Perceptual Loss 24.950.6317 – Paper Code 2016 15 of 46 ran · 31 unverified report
66 SROOE 24.870.68690.1500 – Paper Code 2022 linked, not harvested report
67 FxSR-PD t=0.8 24.770.68170.1572 – Paper Code 2022 linked, not harvested report
68 Edge-informed SR 24.250.851 – Paper Code 2019 linked, not harvested report
69 WaveMixSR 0.7605 – Paper Code 2023 linked, not harvested report
70 S-RFN 0.7515 – Paper Code 2019 linked, not harvested report
71 Config (e) 0.1209 – Paper Code 2021 linked, not harvested report

All 71 rows shown. 71 link to a paper page on this site; 1 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). 24 rows have a graph line, from 20 distinct papers; 20 rows (16 papers) have at least one sample that ran. Counting each paper once: Syntology ran 112 of 324 samples; 212 unverified. Separately, 42 of those 324 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 2026-09-25. 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