Point Cloud Reconstruction on Animodel-Points
4.3RMS CD (cm)DualPM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DualPM2026.07 | 4.3 | — | — | — | — | — | — | 5.49 | |
| Ours (synt)Training Data=Synthetic (DualPM splits)2026.07 | 5.65 | — | — | — | — | — | — | 7.73 | |
| Trellis2026.07 | 6.93 | — | — | — | — | — | — | 36.82 | |
| CanonicalTraining Data=Synthetic (images from canonical mesh)2026.07 | 7.88 | — | — | — | — | — | — | 9.87 | |
| MagicPony2026.07 | 11.19 | — | — | — | — | — | — | 20.82 | |
| Farm3D2026.07 | 11.34 | — | — | — | — | — | — | 29.52 | |
| A-CSM2026.07 | 11.75 | — | — | — | — | — | — | 38.13 | |
| 3D-Fauna2026.07 | 11.86 | — | — | — | — | — | — | 15.7 | |
| 3D-Fauna2024.12 | — | 11.86 | 10.54 | 9.61 | 15.7 | 14.08 | 12.24 | — | |
| A-CSM2024.12 | — | 11.75 | 9.52 | 9.24 | 38.13 | 33.51 | 29.04 | — | |
| DualPM2024.12 | — | 4.3 | 3.18 | 3.3 | 5.49 | 4.03 | 4.22 | — | |
| Farm3D2024.12 | — | 11.34 | 9.63 | 11.01 | 29.52 | 21.34 | 21.52 | — | |
| MagicPony2024.12 | — | 11.19 | 10.29 | — | 20.82 | 25.39 | — | — | |
| Trellis2024.12 | — | 6.93 | 6.8 | 5.91 | 36.82 | 26.54 | 26.56 | — |