3D Reconstruction on THuman
9.65MAPELightweight Neural Framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lightweight Neural FrameworkViews=20, Evaluation Target=Vol, Encoder=DGCNN2026.06 | 9.65 | 7.57 | |
| Lightweight Neural FrameworkViews=30, Evaluation Target=Vol, Encoder=DGCNN2026.06 | 11.79 | 10.39 | |
| Lightweight Neural FrameworkViews=20, Evaluation Target=Surf, Encoder=DGCNN2026.06 | 12 | 11.27 | |
| Lightweight Neural FrameworkViews=30, Evaluation Target=Surf, Encoder=DGCNN2026.06 | 12.62 | 12.18 | |
| AgisoftViews=30, Evaluation Target=Vol2026.06 | 13.45 | 14.42 | |
| Lightweight Neural FrameworkEstimation Target=Surface, View Setting=Single-view, Encoder=DGCNN2026.06 | 15.17 | 12.14 | |
| AgisoftViews=20, Evaluation Target=Vol2026.06 | 18.64 | 18.04 | |
| Lightweight Neural FrameworkEstimation Target=Volume, View Setting=Single-view, Encoder=DGCNN2026.06 | 20.72 | 15.42 | |
| AgisoftViews=30, Evaluation Target=Surf2026.06 | 38.12 | 35.85 | |
| TrellisEstimation Target=Surface, View Setting=Single-view2026.06 | 43.91 | 47.33 | |
| AgisoftViews=20, Evaluation Target=Surf2026.06 | 46.98 | 49.16 | |
| TrellisEstimation Target=Volume, View Setting=Single-view2026.06 | 72.24 | 73.55 |