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Datasets › COCO (Common Objects in Context) › Papers, page 4

COCO (Common Objects in Context)

Papers archive 2025-07-28

papers with a benchmark row: 579 · with a code link: 504 · where Syntology ran a sample: 256 (226 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (256 of 579 with a benchmark row: 226 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)

Page 4 of 6: papers 301 to 400 of 579 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 11,922. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing 1 9 3 Apr 2021 not harvested
TFPose: Direct Human Pose Estimation with Transformers 0 1 29 Mar 2021 not harvested
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding 3 4 29 Mar 2021 official (archive's flag): 3 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 2 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
OTA: Optimal Transport Assignment for Object Detection 2 1 26 Mar 2021 official (archive's flag): 1 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 80 8 25 Mar 2021 official: harvested, nothing ran · 123 ran (of which 45 constructed an object rather than computing a result; 82 with no instrument failure: 5 honoured, 2 violated, 75 with no contract checked; 41 where Syntology's instrument failed) · 84 unverified (45 pointer-only for licence)
USB: Universal-Scale Object Detection Benchmark 1 6 25 Mar 2021 not harvested
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers 1 3 23 Mar 2021 official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (5 pointer-only for licence)
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation 2 2 22 Mar 2021 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation 1 2 18 Mar 2021 not harvested
You Only Look One-level Feature 6 1 17 Mar 2021 not harvested
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation 1 1 16 Mar 2021 not harvested
Probabilistic two-stage detection 3 1 12 Mar 2021 not harvested
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding 2 1 10 Mar 2021 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection 4 1 8 Mar 2021 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (6 pointer-only for licence)
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association 6 2 3 Mar 2021 not harvested
Towards Open World Object Detection 2 3 3 Mar 2021 official: not harvested · 0 ran · 2 unverified
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection 0 1 2 Mar 2021 not harvested
Universal-Prototype Enhancing for Few-Shot Object Detection 1 1 1 Mar 2021 not harvested
Learning Transferable Visual Models From Natural Language Supervision 82 2 26 Feb 2021 official: no sample here; runs from other or unrecorded repositories · 16 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 14 where Syntology's instrument failed) · 4 unverified (16 pointer-only for licence)
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions 11 2 24 Feb 2021 official (archive's flag): 4 ran · 22 ran (of which 16 constructed an object rather than computing a result; 18 with no instrument failure: 2 honoured, 0 violated, 16 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (1 pointer-only for licence)
Dual-Awareness Attention for Few-Shot Object Detection 1 1 24 Feb 2021 not harvested
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision 5 2 11 Feb 2021 8 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence)
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision 6 2 5 Feb 2021 official: harvested, nothing ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; the one sample that ran constructed an object rather than computing a result (1 pointer-only for licence)
Bottleneck Transformers for Visual Recognition 13 6 27 Jan 2021 26 ran (of which 9 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 7 where Syntology's instrument failed) · 23 unverified (8 pointer-only for licence)
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation 1 2 27 Jan 2021 official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result
Cross-Modal Contrastive Learning for Text-to-Image Generation 1 1 12 Jan 2021 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Similarity Reasoning and Filtration for Image-Text Matching 1 1 5 Jan 2021 official (archive's flag): 10 ran · 10 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (12 pointer-only for licence)
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words 1 2 1 Jan 2021 not harvested
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning 3 1 31 Dec 2020 not harvested
TransPose: Keypoint Localization via Transformer 1 2 28 Dec 2020 not harvested
Global Context Networks 3 4 24 Dec 2020 not harvested
REFINE: Prediction Fusion Network for Panoptic Segmentation 0 2 15 Dec 2020 not harvested
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 5 8 13 Dec 2020 community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation 0 1 7 Dec 2020 not harvested
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition 1 1 5 Dec 2020 not harvested
BoxInst: High-Performance Instance Segmentation with Box Annotations 2 5 3 Dec 2020 not harvested
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection 1 4 3 Dec 2020 not harvested
Fully Convolutional Networks for Panoptic Segmentation 6 4 1 Dec 2020 not harvested
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers 3 2 1 Dec 2020 not harvested
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition 0 1 30 Nov 2020 not harvested
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection 5 6 25 Nov 2020 not harvested
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals 6 4 25 Nov 2020 not harvested
torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation 1 3 25 Nov 2020 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 10 where Syntology's instrument failed) · 16 unverified
Scaling Wide Residual Networks for Panoptic Segmentation 0 1 23 Nov 2020 not harvested
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer 1 3 17 Nov 2020 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Slender Object Detection: Diagnoses and Improvements 1 1 17 Nov 2020 not harvested
Scaled-YOLOv4: Scaling Cross Stage Partial Network 41 6 16 Nov 2020 official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Distilling Knowledge by Mimicking Features 3 2 3 Nov 2020 official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence)
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder 4 1 29 Oct 2020 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
ActiveNet: A computer-vision based approach to determine lethargy 1 1 26 Oct 2020 not harvested
Synthesizing the Unseen for Zero-shot Object Detection 2 1 19 Oct 2020 not harvested
Background Learnable Cascade for Zero-Shot Object Detection 1 1 9 Oct 2020 not harvested
Deformable DETR: Deformable Transformers for End-to-End Object Detection 20 1 8 Oct 2020 community repositories only · 37 ran (of which 9 constructed an object rather than computing a result; 24 with no instrument failure: 1 honoured, 3 violated, 20 with no contract checked; 13 where Syntology's instrument failed) · 18 unverified (21 pointer-only for licence)
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks 1 3 7 Oct 2020 not harvested
Asymmetric Loss For Multi-Label Classification 5 2 29 Sep 2020 community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence)
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection 3 7 28 Sep 2020 community repositories only · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (1 pointer-only for licence)
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation 1 1 10 Sep 2020 not harvested
AID: Pushing the Performance Boundary of Human Pose Estimation with Information Dropping Augmentation 2 6 17 Aug 2020 not harvested
Reducing Label Noise in Anchor-Free Object Detection 1 2 3 Aug 2020 not harvested
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation 1 1 29 Jul 2020 not harvested
Corner Proposal Network for Anchor-free, Two-stage Object Detection 1 1 27 Jul 2020 not harvested
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation 1 1 24 Jul 2020 not harvested
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild 2 1 23 Jul 2020 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection 4 1 18 Jul 2020 official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Autoregressive Unsupervised Image Segmentation 1 1 16 Jul 2020 not harvested
Probabilistic Anchor Assignment with IoU Prediction for Object Detection 5 1 16 Jul 2020 not harvested
RepPoints V2: Verification Meets Regression for Object Detection 1 2 16 Jul 2020 not harvested
Toward unsupervised, multi-object discovery in large-scale image collections 1 3 6 Jul 2020 not harvested
HoughNet: Integrating near and long-range evidence for bottom-up object detection 2 3 5 Jul 2020 not harvested
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition 1 2 3 Jul 2020 not harvested
Localization Uncertainty Estimation for Anchor-Free Object Detection 0 1 28 Jun 2020 not harvested
SMPR: Single-Stage Multi-Person Pose Regression 1 1 28 Jun 2020 not harvested
Rethinking Pre-training and Self-training 2 2 11 Jun 2020 not harvested
VirTex: Learning Visual Representations from Textual Annotations 3 2 11 Jun 2020 community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection 7 1 8 Jun 2020 community repositories only · 22 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution 6 6 3 Jun 2020 community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
D2Det: Towards High Quality Object Detection and Instance Segmentation 1 2 1 Jun 2020 not harvested
Interactive Object Segmentation With Inside-Outside Guidance 2 1 1 Jun 2020 not harvested
End-to-End Object Detection with Transformers 37 5 26 May 2020 official (archive's flag): 2 ran · 70 ran (of which 45 constructed an object rather than computing a result; 62 with no instrument failure: 2 honoured, 1 violated, 59 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (19 pointer-only for licence)
Attention-guided Context Feature Pyramid Network for Object Detection 2 2 23 May 2020 not harvested
Scale-Equalizing Pyramid Convolution for Object Detection 2 1 6 May 2020 not harvested
A novel Region of Interest Extraction Layer for Instance Segmentation 5 4 28 Apr 2020 not harvested
YOLOv4: Optimal Speed and Accuracy of Object Detection 223 4 23 Apr 2020 community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (21 pointer-only for licence)
ResNeSt: Split-Attention Networks 36 11 19 Apr 2020 official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (23 pointer-only for licence)
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training 3 1 13 Apr 2020 official (archive's flag): 3 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (1 pointer-only for licence)
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks 4 3 13 Apr 2020 official (archive's flag): 1 ran · 13 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (1 pointer-only for licence)
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection 2 1 9 Apr 2020 community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Pixel Consensus Voting for Panoptic Segmentation 0 1 4 Apr 2020 not harvested
SaccadeNet: A Fast and Accurate Object Detector 1 1 26 Mar 2020 not harvested
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion 1 1 23 Mar 2020 not harvested
SOLOv2: Dynamic and Fast Instance Segmentation 18 1 23 Mar 2020 community repositories only · 23 ran (of which 4 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 0 violated, 14 with no contract checked; 8 where Syntology's instrument failed) · 15 unverified (24 pointer-only for licence)
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation 5 5 17 Mar 2020 official: no sample here; runs from other or unrecorded repositories · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence)
Revisiting the Sibling Head in Object Detector 2 2 17 Mar 2020 not harvested
Frustratingly Simple Few-Shot Object Detection 5 2 16 Mar 2020 official: harvested, nothing ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (11 pointer-only for licence)
Object-Centric Image Generation from Layouts 0 1 16 Mar 2020 not harvested
Learning Delicate Local Representations for Multi-Person Pose Estimation 4 5 9 Mar 2020 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval 1 1 8 Mar 2020 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
A U-Net Based Discriminator for Generative Adversarial Networks 3 2 28 Feb 2020 not harvested
Cross-Iteration Batch Normalization 2 1 13 Feb 2020 community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Towards High Performance Human Keypoint Detection 1 1 3 Feb 2020 not harvested