3D Human Pose and Shape Estimation on RICH 24 joints (test)
34.7PA-MPJPETHFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| THFMProcessing mode=temporal2026.03 | 34.7 | 55 | — | 3.1 | |
| GENMOProcessing mode=temporal2026.03 | 39.1 | 66.8 | — | 4.1 | |
| GVHMRProcessing mode=temporal2026.03 | 39.5 | 66 | — | 4.1 | |
| WHAM (ViT)Backbone=ViT, Estimation type=temporal, Trained on 3DPW=true2023.12 | 44.3 | 80 | 91.2 | 5.3 | |
| WHAMProcessing mode=temporal2026.03 | 44.3 | 80 | — | 5.3 | |
| ReFitEstimation type=per-frame, Trained on 3DPW=true2023.12 | 47.9 | 80.7 | 92.9 | 17.1 | |
| ReFitProcessing mode=per-frame2026.03 | 47.9 | 80.7 | — | 17.1 | |
| HMR2.0Estimation type=per-frame2023.12 | 48.1 | 96 | 110.9 | 18.8 | |
| HMR2.0Processing mode=per-frame2026.03 | 48.1 | 96 | — | 18.8 | |
| WHAM (HR)Backbone=HRNet, Estimation type=temporal, Trained on 3DPW=true2023.12 | 49.1 | 84.6 | 96.4 | 5.2 | |
| PACEEstimation type=temporal2023.12 | 49.3 | — | — | 8.8 | |
| PACEProcessing mode=temporal2026.03 | 49.3 | — | — | 8.8 | |
| WHAM (Res)Backbone=ResNet, Estimation type=temporal, Trained on 3DPW=true2023.12 | 51.8 | 89.5 | 103.2 | 5 | |
| SLAHMREstimation type=temporal2023.12 | 52.5 | — | — | 9.4 | |
| SLAHMRProcessing mode=temporal2026.03 | 52.5 | — | — | 9.4 | |
| HybrIKEstimation type=per-frame, Trained on 3DPW=true2023.12 | 56.4 | 96.8 | 110.4 | — | |
| HybrIKProcessing mode=per-frame2026.03 | 56.4 | 96.8 | — | — | |
| CLIFFEstimation type=per-frame, Trained on 3DPW=true2023.12 | 56.6 | 102.6 | 115 | 22.4 | |
| CLIFFProcessing mode=per-frame2026.03 | 56.6 | 102.6 | — | 22.4 | |
| PAREEstimation type=per-frame, Trained on 3DPW=true2023.12 | 60.7 | 109.2 | 123.5 | — | |
| TCMREstimation type=temporal, Trained on 3DPW=true2023.12 | 65.6 | 119.1 | 137.7 | 5 | |
| GLoTEstimation type=temporal, Trained on 3DPW=true2023.12 | 65.6 | 114.3 | 132.7 | 5.2 | |
| MPS-NetEstimation type=temporal, Trained on 3DPW=true2023.12 | 67.1 | 118.2 | 136.7 | 5.8 | |
| VIBEEstimation type=temporal, Trained on 3DPW=true2023.12 | 68.4 | 120.5 | 140.2 | 21.8 | |
| VIBEProcessing mode=temporal2026.03 | 68.4 | 120.5 | — | 21.8 | |
| SPINEstimation type=per-frame2023.12 | 69.7 | 122.9 | 144.2 | 35.2 | |
| GLAMREstimation type=temporal2023.12 | 79.9 | — | — | 107.7 |