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Datasets › COCO (Common Objects in Context) › Papers, page 5

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 5 of 6: papers 401 to 500 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
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data 0 1 22 Jan 2020 not harvested
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation 9 1 2 Jan 2020 not harvested
Multi-Label Graph Convolutional Network Representation Learning 0 1 26 Dec 2019 not harvested
Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection 1 1 19 Dec 2019 not harvested
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification 0 1 17 Dec 2019 not harvested
Meshed-Memory Transformer for Image Captioning 2 1 17 Dec 2019 official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Learning Canonical Representations for Scene Graph to Image Generation 2 1 16 Dec 2019 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation 1 2 11 Dec 2019 not harvested
SOLO: Segmenting Objects by Locations 24 2 10 Dec 2019 not harvested
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization 13 10 10 Dec 2019 not harvested
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection 13 1 5 Dec 2019 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) · 0 unverified
EmbedMask: Embedding Coupling for One-stage Instance Segmentation 3 2 4 Dec 2019 not harvested
Multiple Anchor Learning for Visual Object Detection 3 3 4 Dec 2019 7 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; 0 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence)
Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior 1 1 1 Dec 2019 not harvested
One-Shot Object Detection with Co-Attention and Co-Excitation 2 1 28 Nov 2019 official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Soft Anchor-Point Object Detection 2 1 27 Nov 2019 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
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation 8 3 24 Nov 2019 not harvested
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation 9 1 22 Nov 2019 official: harvested, nothing ran · 5 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; 1 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence)
Learning Spatial Fusion for Single-Shot Object Detection 1 1 21 Nov 2019 not harvested
Multi-Label Classification with Label Graph Superimposing 3 1 21 Nov 2019 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) · 0 unverified (2 pointer-only for licence)
EfficientDet: Scalable and Efficient Object Detection 64 3 20 Nov 2019 official (archive's flag): 1 ran · 55 ran (of which 1 constructed an object rather than computing a result; 48 with no instrument failure: 4 honoured, 0 violated, 44 with no contract checked; 7 where Syntology's instrument failed) · 15 unverified (7 pointer-only for licence)
DirectPose: Direct End-to-End Multi-Person Pose Estimation 9 2 18 Nov 2019 not harvested
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation 1 1 18 Nov 2019 not harvested
The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation 3 1 18 Nov 2019 not harvested
CenterMask : Real-Time Anchor-Free Instance Segmentation 8 16 15 Nov 2019 official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Semantic Object Accuracy for Generative Text-to-Image Synthesis 2 1 29 Oct 2019 official (archive's flag): 9 ran · 18 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; 4 where Syntology's instrument failed) · 5 unverified (1 pointer-only for licence)
SpatialFlow: Bridging All Tasks for Panoptic Segmentation 1 1 19 Oct 2019 not harvested
Distribution-Aware Coordinate Representation for Human Pose Estimation 6 3 14 Oct 2019 community repositories only · 6 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; 5 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence)
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation 2 1 7 Oct 2019 not harvested
Hierarchical Shot Detector 1 1 1 Oct 2019 not harvested
Meta-Learning to Detect Rare Objects 0 1 1 Oct 2019 not harvested
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning 1 1 1 Oct 2019 not harvested
PolarMask: Single Shot Instance Segmentation with Polar Representation 2 2 29 Sep 2019 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
Generating Positive Bounding Boxes for Balanced Training of Object Detectors 1 1 21 Sep 2019 not harvested
AdaptIS: Adaptive Instance Selection Network 0 1 17 Sep 2019 not harvested
Pose Neural Fabrics Search 2 1 16 Sep 2019 not harvested
Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution 2 2 15 Sep 2019 not harvested
CBNet: A Novel Composite Backbone Network Architecture for Object Detection 6 2 9 Sep 2019 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, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Visual Semantic Reasoning for Image-Text Matching 2 1 6 Sep 2019 official (archive's flag): 1 ran · 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)
FreeAnchor: Learning to Match Anchors for Visual Object Detection 4 1 5 Sep 2019 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) · 0 unverified
Reflective Decoding Network for Image Captioning 0 1 30 Aug 2019 not harvested
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation 19 1 27 Aug 2019 official (archive's flag): 2 ran · 17 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 4 where Syntology's instrument failed) · 10 unverified (2 pointer-only for licence)
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into parts 2 1 24 Aug 2019 not harvested
Single-Stage Multi-Person Pose Machines 1 1 24 Aug 2019 not harvested
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting 3 2 21 Aug 2019 not harvested
Deep High-Resolution Representation Learning for Visual Recognition 42 19 20 Aug 2019 21 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 1 violated, 18 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (21 pointer-only for licence)
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training 0 1 16 Aug 2019 not harvested
Matrix Nets: A New Deep Architecture for Object Detection 2 1 13 Aug 2019 not harvested
LIP: Local Importance-based Pooling 1 2 12 Aug 2019 not harvested
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector 3 1 6 Aug 2019 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, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
Attentive Normalization 2 2 4 Aug 2019 not harvested
Compact Global Descriptor for Neural Networks 1 1 23 Jul 2019 not harvested
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming 4 2 17 Jul 2019 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Learning Data Augmentation Strategies for Object Detection 6 1 26 Jun 2019 community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Cascade R-CNN: High Quality Object Detection and Instance Segmentation 4 1 24 Jun 2019 not harvested
Learning Instance Occlusion for Panoptic Segmentation 1 1 13 Jun 2019 not harvested
NAS-FCOS: Fast Neural Architecture Search for Object Detection 3 2 11 Jun 2019 7 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; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval 1 1 11 Jun 2019 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Rethinking Planar Homography Estimation Using Perspective Fields 1 1 26 May 2019 not harvested
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 30 1 13 May 2019 community repositories only · 17 ran (of which 6 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (5 pointer-only for licence)
Segmentation is All You Need 0 1 30 Apr 2019 not harvested
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond 9 5 25 Apr 2019 not harvested
RepPoints: Point Set Representation for Object Detection 6 10 25 Apr 2019 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) · 0 unverified (3 pointer-only for licence)
Attention Augmented Convolutional Networks 14 1 22 Apr 2019 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) · 3 unverified (1 pointer-only for licence)
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection 12 2 22 Apr 2019 not harvested
CornerNet-Lite: Efficient Keypoint Based Object Detection 6 3 18 Apr 2019 official (archive's flag): 6 ran · 21 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified
CenterNet: Keypoint Triplets for Object Detection 20 2 17 Apr 2019 official: harvested, nothing 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) · 9 unverified (4 pointer-only for licence)
Objects as Points 76 1 16 Apr 2019 official: harvested, nothing ran · 77 ran (of which 0 constructed an object rather than computing a result; 69 with no instrument failure: 0 honoured, 0 violated, 69 with no contract checked; 8 where Syntology's instrument failed) · 53 unverified (2 pointer-only for licence)
FoveaBox: Beyond Anchor-based Object Detector 7 7 8 Apr 2019 not harvested
Adaptively Connected Neural Networks 1 2 7 Apr 2019 not harvested
Libra R-CNN: Towards Balanced Learning for Object Detection 6 2 4 Apr 2019 not harvested
YOLACT: Real-time Instance Segmentation 48 2 4 Apr 2019 community repositories only · 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 2 honoured, 1 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence)
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis 4 1 2 Apr 2019 4 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; 4 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
FCOS: Fully Convolutional One-Stage Object Detection 87 5 2 Apr 2019 official: no sample here; runs from other or unrecorded repositories · 37 ran (of which 0 constructed an object rather than computing a result; 31 with no instrument failure: 2 honoured, 2 violated, 27 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (19 pointer-only for licence)
Res2Net: A New Multi-scale Backbone Architecture 34 4 2 Apr 2019 5 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; 2 where Syntology's instrument failed) · 4 unverified (9 pointer-only for licence)
Feature Intertwiner for Object Detection 2 1 28 Mar 2019 not harvested
TensorMask: A Foundation for Dense Object Segmentation 2 1 28 Mar 2019 not harvested
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization 7 2 25 Mar 2019 not harvested
PifPaf: Composite Fields for Human Pose Estimation 2 1 15 Mar 2019 not harvested
Object Counting and Instance Segmentation with Image-level Supervision 2 1 6 Mar 2019 not harvested
Feature Selective Anchor-Free Module for Single-Shot Object Detection 4 6 2 Mar 2019 2 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; 0 where Syntology's instrument failed) · 6 unverified
Mask Scoring R-CNN 3 4 1 Mar 2019 official (archive's flag): 3 ran · 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) · 0 unverified (2 pointer-only for licence)
Deep High-Resolution Representation Learning for Human Pose Estimation 39 6 25 Feb 2019 official (archive's flag): 8 ran · 16 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 8 where Syntology's instrument failed) · 9 unverified (2 pointer-only for licence)
Bottom-up Object Detection by Grouping Extreme and Center Points 2 4 23 Jan 2019 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) · 4 unverified
Hybrid Task Cascade for Instance Segmentation 5 5 22 Jan 2019 community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
UPSNet: A Unified Panoptic Segmentation Network 1 1 12 Jan 2019 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 (3 pointer-only for licence)
Region Proposal by Guided Anchoring 2 1 10 Jan 2019 not harvested
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free 53 3 10 Jan 2019 not harvested
Panoptic Feature Pyramid Networks 12 1 8 Jan 2019 community repositories only · 11 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; 7 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
Scale-Aware Trident Networks for Object Detection 4 3 7 Jan 2019 not harvested
Generating Multiple Objects at Spatially Distinct Locations 1 2 3 Jan 2019 not harvested
Rethinking on Multi-Stage Networks for Human Pose Estimation 7 5 1 Jan 2019 not harvested
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields 51 1 18 Dec 2018 official: no sample here; runs from other or unrecorded repositories · 12 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; 3 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence)
Attention-guided Unified Network for Panoptic Segmentation 0 3 10 Dec 2018 not harvested
PoseFix: Model-agnostic General Human Pose Refinement Network 1 3 10 Dec 2018 not harvested
Few-shot Object Detection via Feature Reweighting 4 1 5 Dec 2018 community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Learning to Fuse Things and Stuff 0 1 4 Dec 2018 not harvested
Grid R-CNN 2 3 29 Nov 2018 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) · 0 unverified
One-Shot Instance Segmentation 3 2 28 Nov 2018 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) · 3 unverified
Deformable ConvNets v2: More Deformable, Better Results 26 3 27 Nov 2018 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence)