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SotA/Methodology/3D/COCO (Common Objects in Context)

3D on COCO (Common Objects in Context)

Metric: Test AP (higher is better)

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#Model↕Test AP▼AugmentationsPaperDate↕Code
14xRSN-50(384×288)78.6NoLearning Delicate Local Representations for Mult...2020-03-09Code
2Poseur(384x288)78.3NoPoseur: Direct Human Pose Regression with Transf...2022-01-19Code
3EvoPose2D-L(512x384)76.8NoEvoPose2D: Pushing the Boundaries of 2D Human Po...2020-11-17Code
4EvoPose2D-L76.8NoEvoPose2D: Pushing the Boundaries of 2D Human Po...2020-11-17Code
5PoseFix(384x288)76.7NoPoseFix: Model-agnostic General Human Pose Refin...2018-12-10Code
6PoseFix76.7NoPoseFix: Model-agnostic General Human Pose Refin...2018-12-10Code
7DarkPose(384x288)76.2NoDistribution-Aware Coordinate Representation for...2019-10-14Code
8MSPN(384x288)76.1NoRethinking on Multi-Stage Networks for Human Pos...2019-01-01Code
9AggPose(256x192)75.7NoAggPose: Deep Aggregation Vision Transformer for...2022-05-11Code
10MIPNet(384x288)75.7NoMulti-Instance Pose Networks: Rethinking Top-Dow...2021-01-27Code
11HRNet-48(384x288)75.5NoDeep High-Resolution Representation Learning for...2019-02-25Code
12TransPose(256x192)75NoTransPose: Keypoint Localization via Transformer2020-12-28Code
13AlphaPose73.3YesRMPE: Regional Multi-person Pose Estimation2016-12-01Code
14CPN+73NoCascaded Pyramid Network for Multi-Person Pose E...2017-11-20Code
15CenterGroup71.4NoThe Center of Attention: Center-Keypoint Groupin...2021-10-11Code
16BAPose71.2NoBAPose: Bottom-Up Pose Estimation with Disentang...2021-12-20Code
17PNFS70.9NoPose Neural Fabrics Search2019-09-16Code
18OpenPifPaf70.9NoOpenPifPaf: Composite Fields for Semantic Keypoi...2021-03-03Code
19PersonLab66.5NoPersonLab: Person Pose Estimation and Instance S...2018-03-22Code
20Pose-AE62.8NoAssociative Embedding: End-to-End Learning for J...2016-11-16Code
21LitePose-S56.7NoLite Pose: Efficient Architecture Design for 2D ...2022-05-03Code