3D Point Trajectory Prediction on DAVIS
1.146ADEMolmoMotion-AR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MolmoMotion-ARParadigm=3D track, Frames=1, Text=Yes2026.06 | 1.146 | 1.843 | 19.9 | |
| MolmoMotion-ARParadigm=3D track, Frames=3, Text=Yes2026.06 | 1.227 | 2.108 | 15.3 | |
| MolmoMotion-FMParadigm=3D track, Frames=1, Text=Yes2026.06 | 1.38 | 2.205 | 16.5 | |
| MolmoMotion-FMParadigm=3D track, Frames=3, Text=Yes2026.06 | 1.48 | 2.52 | 13 | |
| Robot4DGenParadigm=3D model, Frames=3, Text=No2026.06 | 2.12 | 3.382 | 8.1 | |
| StaticParadigm=Non-parametric, Frames=1, Text=No2026.06 | 2.281 | 4.36 | 8.5 | |
| ExtrapolateParadigm=Non-parametric, Frames=3, Text=No2026.06 | 2.683 | 5.741 | 10.4 | |
| Wan2.2-5BParadigm=Pixel-space, Frames=1, Text=Yes2026.06 | 3.074 | 5.192 | 5.1 | |
| Cosmos PredictParadigm=Pixel-space, Frames=5, Text=Yes2026.06 | 4.191 | 6.368 | 3.3 | |
| Track2ActParadigm=2D track, Frames=1, Text=No2026.06 | 4.853 | 8.11 | 1.8 |