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SotA/Computer Vision/Multi-Person Pose Estimation/COCO test-dev

Multi-Person Pose Estimation on COCO test-dev

Metric: AP (higher is better)

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#Model↕AP▼Extra DataPaperDate↕Code
1SCIO (HRNet-48)79.2NoSelf-Constrained Inference Optimization on Struc...2022-07-06-
2HRNet-W48plus78.7NoAID: Pushing the Performance Boundary of Human P...2020-08-17Code
3HRNet-W3276.2NoAID: Pushing the Performance Boundary of Human P...2020-08-17Code
4ResNet5073.7NoAID: Pushing the Performance Boundary of Human P...2020-08-17Code
5HigherHRNet (ScaleNet_P4)71.6NoScaleNAS: One-Shot Learning of Scale-Aware Repre...2020-11-30-
6HigherHRNet (HR-Net-48)70.5NoHigherHRNet: Scale-Aware Representation Learning...2019-08-27Code
7SMPR (HR-Net-32)70.2NoSMPR: Single-Stage Multi-Person Pose Regression2020-06-28Code
8PersonLab68.7NoPersonLab: Person Pose Estimation and Instance S...2018-03-22Code
9Identity Mapping Hourglass68.1NoSimple Pose: Rethinking and Improving a Bottom-u...2019-11-24Code
10SPM66.9NoSingle-Stage Multi-Person Pose Machines2019-08-24Code
11Supervising Self-Attention66.5NoAttend to Who You Are: Supervising Self-Attentio...2021-11-25Code
12Hourglass-10465.6NoGreedy Offset-Guided Keypoint Grouping for Human...2021-07-07Code
13G-RMI64.9NoTowards Accurate Multi-person Pose Estimation in...2017-01-06-
14CMU-Pose61.8NoRealtime Multi-Person 2D Pose Estimation using P...2016-11-24Code
15RMPE61.8NoRMPE: Regional Multi-person Pose Estimation2016-12-01Code