Point Tracking on Kubric (test)
2.51Mean EPECoTracker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoTrackerTrained on point tracking data=true2024.05 | 2.51 | 6.75 | |
| DreamScene4DVideo Scene Decomposition=true, 3D Motion Factorization=true, Trained on point tracking data=false2024.05 | 14.3 | 18.31 | |
| DreamScene4D w/o L_rigid and L_scaleVideo Scene Decomposition=true, 3D Motion Factorization=true, Trained on point tracking data=false2024.05 | 16.21 | 22.29 | |
| PIPS++Trained on point tracking data=true2024.05 | 16.72 | 29.65 | |
| DreamScene4D w/o L_flowVideo Scene Decomposition=true, 3D Motion Factorization=true, Trained on point tracking data=false2024.05 | 18.54 | 24.51 | |
| DreamGaussian4D w/ VSDVideo Scene Decomposition=true, 3D Motion Factorization=false, Trained on point tracking data=false2024.05 | 85.27 | 92.42 | |
| DreamGaussian4DVideo Scene Decomposition=false, 3D Motion Factorization=false, Trained on point tracking data=false2024.05 | 101.79 | 120.95 |