3D Human Pose and Shape Estimation on 3DPW 14 joints (test)
35.9PA-MPJPEWHAM (ViT)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WHAM (ViT)Backbone=ViT, Estimation type=temporal, Trained on 3DPW=true2023.12 | 35.9 | 57.8 | 68.7 | 6.6 | |
| WHAM (HR)Backbone=HRNet, Estimation type=temporal, Trained on 3DPW=true2023.12 | 39 | 62.6 | 74.8 | 6.4 | |
| WHAM (Res)Backbone=ResNet, Estimation type=temporal, Trained on 3DPW=true2023.12 | 40.2 | 62.7 | 75.1 | 6.3 | |
| ReFitEstimation type=per-frame, Trained on 3DPW=true2023.12 | 40.5 | 65.3 | 75.1 | 18.5 | |
| HybrIKEstimation type=per-frame, Trained on 3DPW=true2023.12 | 41.8 | 71.6 | 82.3 | — | |
| CLIFFEstimation type=per-frame, Trained on 3DPW=true2023.12 | 43 | 69 | 81.2 | 22.5 | |
| HMR2.0Estimation type=per-frame2023.12 | 44.4 | 69.8 | 82.2 | 18.1 | |
| PAREEstimation type=per-frame, Trained on 3DPW=true2023.12 | 46.5 | 74.5 | 88.6 | — | |
| GLoTEstimation type=temporal, Trained on 3DPW=true2023.12 | 50.6 | 80.7 | 96.4 | 6 | |
| TRACEEstimation type=temporal, Trained on 3DPW=true2023.12 | 50.9 | 79.1 | 95.4 | 28.6 | |
| GLAMREstimation type=temporal2023.12 | 51.1 | — | — | 8 | |
| VIBEEstimation type=temporal, Trained on 3DPW=true2023.12 | 51.9 | 82.9 | 98.4 | 18.5 | |
| MPS-NetEstimation type=temporal, Trained on 3DPW=true2023.12 | 52.1 | 84.3 | 99 | 6.5 | |
| TCMREstimation type=temporal, Trained on 3DPW=true2023.12 | 52.7 | 86.5 | 101.4 | 6 | |
| SLAHMREstimation type=temporal2023.12 | 55.9 | — | — | — | |
| SPINEstimation type=per-frame2023.12 | 59.2 | 96.9 | 112.8 | 31.4 |