3D Reconstruction on Real Corals
14.11MAPELightweight Neural Framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lightweight Neural FrameworkViews=30, Evaluation Target=Surf, Encoder=DGCNN2026.06 | 14.11 | 5.83 | |
| Lightweight Neural FrameworkViews=20, Evaluation Target=Vol, Encoder=DGCNN2026.06 | 14.23 | 11.33 | |
| Lightweight Neural FrameworkViews=20, Evaluation Target=Surf, Encoder=DGCNN2026.06 | 14.89 | 5.96 | |
| Lightweight Neural FrameworkViews=30, Evaluation Target=Vol, Encoder=DGCNN2026.06 | 16.46 | 10.7 | |
| Lightweight Neural FrameworkEstimation Target=Volume, View Setting=Single-view, Encoder=DGCNN2026.06 | 20.68 | 9.37 | |
| 2DGSViews=30, Evaluation Target=Vol2026.06 | 21.05 | 15.54 | |
| 2DGSViews=20, Evaluation Target=Vol2026.06 | 21.3 | 16.75 | |
| Lightweight Neural FrameworkEstimation Target=Surface, View Setting=Single-view, Encoder=DGCNN2026.06 | 30.07 | 13.73 | |
| TrellisEstimation Target=Volume, View Setting=Single-view2026.06 | 66.09 | 90.43 | |
| TrellisEstimation Target=Surface, View Setting=Single-view2026.06 | 77.24 | 71.24 | |
| 2DGSViews=30, Evaluation Target=Surf2026.06 | 93.08 | 31.76 | |
| 2DGSViews=20, Evaluation Target=Surf2026.06 | 101.89 | 27.97 |