Human Mesh Recovery on 3DPW in-the-wild (test)
80PVEMEGA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MEGABackbone=ViT-H, Inference mode=Deterministic2024.05 | 80 | 67.5 | 41 | |
| MEGABackbone=HRNet-w48, Inference mode=Deterministic2024.05 | 81.6 | 68.5 | 44.1 | |
| MEGA (full mask)Backbone=HRNet-w48, Inference mode=Deterministic, Ablation configuration=full mask2024.05 | 81.8 | 68.5 | 44.4 | |
| MEGA (w/o pre-training + full mask)Backbone=HRNet-w48, Inference mode=Deterministic, Ablation configuration=w/o pre-training + full mask2024.05 | 84.1 | 70.5 | 46.2 | |
| HMR2.0Backbone=ViT-H, Inference mode=Deterministic2024.05 | 84.1 | 70 | 44.5 | |
| TokenHMR‡Backbone=ViT-H, Inference mode=Deterministic, Training data=additionally using 2D data and BEDLAM2024.05 | 84.6 | 71 | 44.3 | |
| VQ-HPSBackbone=HRNet-w48, Inference mode=Deterministic2024.05 | 84.8 | 71.1 | 45.2 | |
| MEGA (linear masking)Backbone=HRNet-w48, Inference mode=Deterministic, Ablation configuration=linear masking2024.05 | 86.5 | 72.6 | 45.9 | |
| CLIFFBackbone=HRNet-w48, Inference mode=Deterministic2024.05 | 87.6 | 73.9 | 46.4 | |
| TokenHMR+Backbone=ViT-H, Inference mode=Deterministic, Training data=additionally using 2D training data2024.05 | 88.1 | 76.2 | 49.3 | |
| Virtual MarkerBackbone=HRNet-w48, Inference mode=Deterministic2024.05 | 93.8 | 80.5 | 48.9 | |
| PAREBackbone=HRNet-w32, Inference mode=Deterministic2024.05 | 97.9 | 82 | 50.9 | |
| FastMETROBackbone=HRNet-w64, Inference mode=Deterministic2024.05 | 121.6 | 109 | 65.7 |