| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optical Flow | Sintel (train) | AEPE (Clean)0.28 | 179 | |
| Optical Flow | Sintel (test) | AEPE (Final)1.71 | 120 | |
| Video Depth Estimation | Sintel | Relative Error (Rel)0.188 | 109 | |
| Optical Flow Estimation | Sintel Clean (test) | EPE0.79 | 103 | |
| Optical Flow Estimation | Sintel Final (test) | EPE1.88 | 101 | |
| Camera pose estimation | Sintel | ATE0.061 | 92 | |
| Optical Flow | Sintel Final (train) | EPE1.17 | 92 | |
| Optical Flow | Sintel Clean (train) | EPE0.76 | 85 | |
| Video Depth Estimation | Sintel (test) | Delta 1 Accuracy74.7 | 57 | |
| Optical Flow | Sintel clean (test) | AEE (Unmatched)6.68 | 37 | |
| Depth Prediction | Sintel | AbsRel0.253 | 32 | |
| Optical Flow | Sintel Final | EPE1.649 | 27 | |
| Optical Flow | Sintel Clean | EPE0.963 | 27 | |
| Optical Flow | Sintel (val) | EPE (Clean)0.4 | 26 | |
| Monocular Depth Estimation | Sintel | Abs Rel0.273 | 21 | |
| Video Depth Estimation | Sintel (short sequences) | Abs Rel0.287 | 20 | |
| Camera Pose Estimation | Sintel 14-sequence | ATE0.065 | 15 | |
| Relative Depth Estimation | Sintel (test) | AbsRel0.329 | 15 | |
| Depth Estimation | Sintel ~50 frames | AbsRel0.27 | 14 | |
| Depth Estimation | Sintel | delta1 SSI80.7 | 13 | |
| Depth Boundary Estimation | Sintel | F1 Score40.9 | 13 | |
| Depth Estimation | Sintel | AbsRel0.27 | 12 | |
| Optical Flow Estimation | Sintel generalization Clean | EPE0.89 | 12 | |
| Video Surface Normal Estimation | Sintel | Mean Angular Error31.3 | 12 | |
| Disparity Estimation | Sintel | EPE0.32 | 11 |