3D Human Pose Estimation on 3DPW cross-dataset (test)
63.3MPJPEAugLift + PoseAug (XYD + dscale2d)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AugLift + PoseAug (XYD + dscale2d)Evaluation Protocol=J_regressor, Training Dataset=H36M, Input Type=XYD + dscale2d, Input=GT 2D keypoints2025.08 | 63.3 | — | |
| PoseAug MLPEvaluation Protocol=J_regressor, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 74.4 | — | |
| Lin et al.CD=false2021.12 | 74.7 | 45.6 | |
| PandaPosetraining_dataset=Human3.6M2026.02 | 74.9 | 46.9 | |
| BOACD=true2021.12 | 77.2 | 49.5 | |
| HiPARTtraining_dataset=Human3.6M2026.02 | 77.2 | 48.8 | |
| Di2Posetraining_dataset=Human3.6M2026.02 | 79.3 | 50.1 | |
| AdaptPoseCD=true2021.12 | 81.2 | 46.5 | |
| DiffPosetraining_dataset=Human3.6M2026.02 | 82.7 | 53.8 | |
| VibeCD=false2021.12 | 82.9 | 51.9 | |
| PCTtraining_dataset=Human3.6M2026.02 | 83.1 | 53.9 | |
| AdaptPose VPose3D (3DPW)Evaluation Protocol=J_regressor, Training Dataset=H36M, Training Target Domain=3DPW, Input=GT 2D keypoints2025.08 | 85.3 | — | |
| AdaptPose VPose3D (3DHP)Evaluation Protocol=J_regressor, Training Dataset=H36M, Training Target Domain=3DHP, Input=GT 2D keypoints2025.08 | 87.7 | — | |
| Learningtraining_dataset=Human3.6M2026.02 | 91.1 | 54.3 | |
| AugLift + PoseAug (XYD + dscale2d)Evaluation Protocol=PoseBench, Training Dataset=H36M, Input Type=XYD + dscale2d, Input=GT 2D keypoints2025.08 | 92.6 | — | |
| VIBECD=true2021.12 | 93.5 | 56.5 | |
| PoseAugCD=true2021.12 | 94.1 | 58.5 | |
| SPINCD=true2021.12 | 96.9 | 59.2 | |
| VideoPosetraining_dataset=Human3.6M2026.02 | 101.8 | 63 | |
| AugLift + PoseAug (XYD)Evaluation Protocol=PoseBench, Training Dataset=H36M, Input Type=XYD, Input=GT 2D keypoints2025.08 | 104.3 | — | |
| AdaptPose VPose3D (3DPW)Evaluation Protocol=PoseBench, Training Dataset=H36M, Training Target Domain=3DPW, Input=GT 2D keypoints2025.08 | 104.6 | — | |
| Wang et al.CD=true2021.12 | 109.5 | 68.3 | |
| AdaptPose VPose3D (3DHP)Evaluation Protocol=PoseBench, Training Dataset=H36M, Training Target Domain=3DHP, Input=GT 2D keypoints2025.08 | 112.7 | — | |
| STRGCNtraining_dataset=Human3.6M2026.02 | 112.9 | 69.6 | |
| DAF-DG feedback MLPEvaluation Protocol=J_regressor, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 115.4 | — | |
| PoseFormertraining_dataset=Human3.6M2026.02 | 118.2 | 73.1 | |
| VPose3D (temporal)Evaluation Protocol=J_regressor, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 120.3 | — | |
| PoseAug MLPEvaluation Protocol=PoseBench, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 121.2 | — | |
| VPose3D (temporal)Evaluation Protocol=PoseBench, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 121.4 | — | |
| DAF-DG feedback MLPEvaluation Protocol=PoseBench, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 127 | — | |
| Simple Baseline (no aug)Evaluation Protocol=PoseBench, Training Dataset=H36M, Input=GT 2D keypoints2025.08 | 137.5 | — | |
| Bogo et al.2021.12 | — | 114 | |
| EFTCD=false2021.12 | — | 55.7 | |
| Kanazawa et al.2021.12 | — | 103.8 | |
| Kolotouros et al. [16]2021.12 | — | 95.4 | |
| Kolotouros et al. [17]2021.12 | — | 104.8 | |
| Pavlakos et al.2021.12 | — | 151.3 | |
| PONet2021.12 | — | 76.2 | |
| Sim2realCD=true2021.12 | — | 74.7 | |
| Zhang et al.2021.12 | — | 72.2 | |
| Zhang et al.CD=true2021.12 | — | 70.8 |