3D Reconstruction on ScanNet++ (Overall, F-score)
81.3Overall ScoreFMA-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FMA-NetInput Condition=LQ, Restoration Type=Multi-View, Reconstruction Model=DA3-BASE2026.05 | 81.3 | 5.8 | |
| VAEMVDInput Condition=LQ, Restoration Type=Multi-View, Reconstruction Model=DA3-BASE2026.05 | 63.6 | 6.21 | |
| HI-DiffInput Condition=LQ, Restoration Type=Single-View, Reconstruction Model=DA3-BASE2026.05 | 61.2 | 8.33 | |
| InstructIRInput Condition=LQ, Restoration Type=Single-View, Reconstruction Model=DA3-BASE2026.05 | 56.2 | 9.03 | |
| VRTInput Condition=LQ, Restoration Type=Multi-View, Reconstruction Model=DA3-BASE2026.05 | 55.8 | 8.96 | |
| MoCE-IRInput Condition=LQ, Restoration Type=Single-View, Reconstruction Model=DA3-BASE2026.05 | 55.4 | 9.45 | |
| RestormerInput Condition=LQ, Restoration Type=Single-View, Reconstruction Model=DA3-BASE2026.05 | 48.9 | 12.16 | |
| LQ InputInput Condition=LQ, Restoration Type=None, Reconstruction Model=DA3-BASE2026.05 | 47.6 | 13.12 | |
| GARD_BASEInput Condition=LQ, Restoration Type=Multi-View, Reconstruction Model=DA3-BASE2026.05 | 34.7 | 21.6 | |
| HQ InputInput Condition=HQ, Restoration Type=None, Reconstruction Model=DA3-BASE2026.05 | 34 | 26.09 |