3D Human Pose and Shape Estimation on Human3.6M 14 joints (test)
27.7PA-MPJPETHFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| THFMFine-tuned on real data=false2026.03 | 27.7 | 38.3 | |
| STCFormerFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 31.8 | 40.5 | |
| PoseAnchorFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 32.1 | 40.3 | |
| MixSTEFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 32.6 | 40.9 | |
| CLIFFMethod Type=Non-parametric2022.11 | 32.7 | 47.1 | |
| MotionAGFormer-LFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 32.7 | 41.6 | |
| MotionBERTFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 32.8 | 41.7 | |
| HybrIKMethod Type=Non-parametric2022.11 | 33.6 | 55.4 | |
| MHFormerFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 34.4 | 43 | |
| P-STMOFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 34.4 | 42.8 | |
| Mesh GraphormerMethod Type=Parametric2022.11 | 34.5 | 51.2 | |
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW and AGORA, Backbone=HR482022.11 | 34.5 | 47 | |
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW2022.11 | 34.7 | 49.3 | |
| GLA-GCNFine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 34.8 | 44.4 | |
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW and AGORA2022.11 | 34.9 | 46.8 | |
| PoseFormerV2Fine-tuned on real data=true, 2D keypoint input source=CPN2026.03 | 35.6 | 45.2 | |
| SPINMethod Type=Parametric2022.11 | 41.1 | — | |
| I2LMethod Type=Non-parametric2022.11 | 41.7 | 55.7 | |
| EFTMethod Type=Non-parametric2022.11 | 44 | — | |
| HMRMethod Type=Parametric2022.11 | 56.8 | 88 |