Human Mesh Recovery on Self-contact dataset (test)
86.61PA-V2VAiOS + 2D Loss
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AiOS + 2D LossExtension=2D Loss (ablation)2025.12 | 86.61 | 27.01 | 41.31 | 93.38 | 41.58 | 130.64 | |
| Multi-HMR + 2D LossExtension=2D Loss (ablation)2025.12 | 77.41 | 26.74 | 39.31 | 84.97 | 42.16 | 124.66 | |
| TUCH + 2D LossExtension=2D Loss (ablation)2025.12 | 77.12 | 33.66 | 49 | 77.03 | 49.52 | 110.46 | |
| AiOSExtension=None (off-the-shelf)2025.12 | 72.24 | 21.84 | 39.83 | 77.29 | 45.87 | 99.02 | |
| TUCHExtension=None (off-the-shelf)2025.12 | 70.55 | 28.24 | 41.03 | 58.71 | 59.46 | 96.31 | |
| AiOS + Contact LossExtension=Contact Loss (ablation)2025.12 | 65.1 | 22.13 | 43.99 | 68.29 | 80.6 | 82.01 | |
| TUCH + Contact LossExtension=Contact Loss (ablation)2025.12 | 64.95 | 28.24 | 40.65 | 53.24 | 85.25 | 86.95 | |
| TUCH + BioTUCHExtension=BioTUCH (full)2025.12 | 63.99 | 28.27 | 40.59 | 52.91 | 84.6 | 86.26 | |
| AiOS + BioTUCHExtension=BioTUCH (full)2025.12 | 62.79 | 22.42 | 40.65 | 65.61 | 78.48 | 79.16 | |
| Multi-HMRExtension=None (off-the-shelf)2025.12 | 57.46 | 23.49 | 29.86 | 65.37 | 41.28 | 87.48 | |
| Multi-HMR + Contact LossExtension=Contact Loss (ablation)2025.12 | 50.74 | 23.71 | 31.71 | 57.09 | 79.35 | 72.59 | |
| Multi-HMR + BioTUCHExtension=BioTUCH (full)2025.12 | 50.21 | 23.95 | 30.99 | 56.29 | 78.34 | 71.22 |