Video Depth Estimation on PointOdyssey (val)
0.067Abs RelInterp3R
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Interp3Rskip=32026.03 | 0.067 | 95.2 | |
| Interp3Rskip=12026.03 | 0.069 | 94.8 | |
| Interp3Rskip=72026.03 | 0.074 | 94.8 | |
| Align3RCategory=Joint video depth depth & pose, monocular_depth_input=Depth Pro2024.12 | 0.077 | 93 | |
| Align3RCategory=Joint video depth depth & pose, monocular_depth_input=Depth Anything V22024.12 | 0.078 | 92.9 | |
| TimeLensskip=12026.03 | 0.087 | 92.5 | |
| MonST3RCategory=Joint video depth depth & pose2024.12 | 0.089 | 90.9 | |
| RIFEskip=12026.03 | 0.097 | 92.5 | |
| TimeLensskip=32026.03 | 0.099 | 91.2 | |
| Interp3Rskip=152026.03 | 0.099 | 89.6 | |
| RIFEskip=32026.03 | 0.106 | 91.1 | |
| VDM-EVFIskip=12026.03 | 0.108 | 88.9 | |
| VDM-EVFIskip=32026.03 | 0.113 | 87.5 | |
| VDM-EVFIskip=72026.03 | 0.118 | 86.1 | |
| VDM-EVFIskip=152026.03 | 0.137 | 83.9 | |
| TimeLensskip=72026.03 | 0.142 | 85.8 | |
| RIFEskip=72026.03 | 0.146 | 89.1 | |
| Depth ProCategory=Single-frame depth2024.12 | 0.167 | 77.9 | |
| DUSt3RCategory=Joint video depth depth & pose2024.12 | 0.184 | 74.3 | |
| RIFEskip=152026.03 | 0.196 | 84.6 | |
| ChronoDepthCategory=Video depth2024.12 | 0.21 | 70.7 | |
| Depth Anything V2Category=Single-frame depth2024.12 | 0.214 | 68.8 | |
| TimeLensskip=152026.03 | 0.215 | 77.7 | |
| DepthCrafterCategory=Video depth2024.12 | 0.229 | 67.5 |