Camera-controlled Video Generation on DAVIS
90.5Subject ConsistencyMVTrack4Gen
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MVTrack4GenMethod Category=Camera Conditioning Only, Backbone=Redirector2026.06 | 90.5 | 91.9 | 50.8 | 68.7 | 95.6 | 98.6 | 26.7 | 34.9 | 1.718 | 7.3 | 9.7 | |
| ReCamMasterMethod Category=Camera Conditioning Only2026.06 | 90.4 | 90.7 | 50.2 | 65.2 | 96.2 | 98.5 | 33.7 | 36.9 | 3.66 | 11.3 | 16.9 | |
| RedirectorMethod Category=Camera Conditioning Only2026.06 | 89.7 | 91.1 | 50.6 | 68 | 95.2 | 98.5 | 31.8 | 39.5 | 1.714 | 8.6 | 10.9 | |
| MVTrack4GenMethod Category=Camera Conditioning Only, Backbone=ReCamMaster2026.06 | 89.2 | 90.9 | 50.7 | 68.5 | 95.3 | 98.4 | 27.4 | 28.7 | 1.858 | 10 | 12.5 | |
| NeoVerseMethod Category=Explicit 3D Lifting2026.06 | 85.8 | 87.8 | 44.6 | 59.1 | 95.4 | 98.3 | 30.2 | 32.3 | 4.705 | 15.9 | 22.8 | |
| GEN3CMethod Category=Explicit 3D Lifting2026.06 | 85.6 | 89.4 | 46.1 | 58.2 | 95 | 98 | 29 | 32.8 | 2.538 | 12.7 | 16.3 | |
| TrajectoryCrafterMethod Category=Explicit 3D Lifting2026.06 | 84.7 | 88 | 43.8 | 55 | 94.2 | 97 | 29.1 | 30.6 | 10.126 | 19 | 35.5 | |
| CogNVSMethod Category=Explicit 3D Lifting2026.06 | 81.1 | 86.2 | 41.7 | 53 | 95.9 | 97.8 | 33.3 | 34.6 | 10.439 | 22.8 | 40 |