Video Depth Estimation on DyCheck
0.03Absolute Relative ErrorOurs-10B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours-10Bparameters=10B2026.05 | 0.03 | 98.7 | |
| Ours-1Bparameters=1B2026.05 | 0.038 | 98.4 | |
| DA3variant=Giant, parameters=1B2026.05 | 0.039 | 97.7 | |
| PI32026.05 | 0.041 | 97.4 | |
| MegaSaM2026.05 | 0.042 | 97.4 | |
| MapAnything2026.05 | 0.049 | 97 | |
| VGGT2026.05 | 0.055 | 95.2 | |
| MonST3R2026.05 | 0.068 | 93.3 | |
| PAGE-4DParams=1.26B, Align=Monocular Depth2025.10 | 0.141 | 84 | |
| PAGE-4DParams=1.26B, Align=scale&shift, Video Depth2025.10 | 0.145 | 85.4 | |
| CUT3RParams=793M, Align=Monocular Depth2025.10 | 0.149 | 79 | |
| VGGTParams=1.26B, Align=scale&shift, Video Depth2025.10 | 0.155 | 79.2 | |
| VGGTParams=1.26B, Align=Monocular Depth2025.10 | 0.16 | 79.9 | |
| PAGE-4DParams=1.26B, Align=scale, Video Depth2025.10 | 0.17 | 78.5 | |
| CUT3RParams=793M, Align=scale, Video Depth2025.10 | 0.176 | 74 | |
| VGGTParams=1.26B, Align=scale, Video Depth2025.10 | 0.182 | 74.3 | |
| CUT3RParams=793M, Align=scale&shift, Video Depth2025.10 | 0.228 | 63.5 |