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SotA/Audio/1 Image, 2*2 Stitchi/COCO (Common Objects in Context)

1 Image, 2*2 Stitchi on COCO (Common Objects in Context)

Metric: Validation AP (higher is better)

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#Model↕Validation AP▼Extra DataPaperDate↕Code
1Sapiens-2B82.2YesSapiens: Foundation for Human Vision Models2024-08-22Code
2Sapiens-1B82.1YesSapiens: Foundation for Human Vision Models2024-08-22Code
3Sapiens-0.6B81.2YesSapiens: Foundation for Human Vision Models2024-08-22Code
4Poseur(384x288)79.6NoPoseur: Direct Human Pose Regression with Transf...2022-01-19Code
5Sapiens-0.3B79.6YesSapiens: Foundation for Human Vision Models2024-08-22Code
6UDP-Pose-PSA(384x288)79.5NoPolarized Self-Attention: Towards High-quality P...2021-07-02Code
7EvoPose2D-L(512x384)77.5NoEvoPose2D: Pushing the Boundaries of 2D Human Po...2020-11-17Code
8EvoPose2D-L77.5NoEvoPose2D: Pushing the Boundaries of 2D Human Po...2020-11-17Code
9PoseFix(384x288)77.3NoPoseFix: Model-agnostic General Human Pose Refin...2018-12-10Code
10PoseFix77.3NoPoseFix: Model-agnostic General Human Pose Refin...2018-12-10Code
11AggPose(256x192)76.4NoAggPose: Deep Aggregation Vision Transformer for...2022-05-11Code
12MIPNet(384x288)76.3NoMulti-Instance Pose Networks: Rethinking Top-Dow...2021-01-27Code
13HRNet-48(384x288)76.3NoDeep High-Resolution Representation Learning for...2019-02-25Code
14TransPose(256x192)75.8NoTransPose: Keypoint Localization via Transformer2020-12-28Code
15HRNet-3275.8NoDeep High-Resolution Representation Learning for...2019-02-25Code
16BAPose72.7NoBAPose: Bottom-Up Pose Estimation with Disentang...2021-12-20Code
17ResNet-5072.2NoSimple Baselines for Human Pose Estimation and T...2018-04-17Code
18OpenPifPaf71NoOpenPifPaf: Composite Fields for Semantic Keypoi...2021-03-03Code
19Pose Residual Network69.6NoMultiPoseNet: Fast Multi-Person Pose Estimation ...2018-07-11Code
20Mask R-CNN + NL blocks (4 in head, 1 in backbone)66.5NoNon-local Neural Networks2017-11-21Code
21LitePose-S56.8NoLite Pose: Efficient Architecture Design for 2D ...2022-05-03Code