Image-to-Video Generation on Waymo
30.9FVDPixel-to-4D
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Pixel-to-4D2026.01 | 30.9 | 19.4 | 0.352 | 0.553 | 0.343 | |
| MotionCtrl2026.01 | 43.3 | 14.6 | 0.491 | 0.28 | — | |
| RealCam2026.01 | 47.8 | 17 | 0.449 | 0.424 | — | |
| CamI2V2026.01 | 50.3 | 15.4 | 0.499 | 0.328 | — | |
| MoVieDrive2025.08 | 61.6 | — | — | — | — | |
| CameraCtrl2026.01 | 82.2 | 15.3 | 0.501 | 0.33 | — | |
| CogVideoX + SyntheOcc2025.08 | 82.3 | — | — | — | — | |
| CogVideoX + Cross-view attention + Our conditions2025.08 | 120.6 | — | — | — | — |