Sintel
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Depth Estimation | Sintel | Delta Threshold Accuracy (1.25)76.3 | 235 | |
| Camera pose estimation | Sintel | ATE0.061 | 203 | |
| Optical Flow | Sintel (train) | AEPE (Clean)0.28 | 200 | |
| Optical Flow Estimation | Sintel Final (test) | EPE1.62 | 133 | |
| Monocular Depth Estimation | Sintel | Abs Rel0.1261 | 127 | |
| Optical Flow | Sintel (test) | AEPE (Final)1.71 | 120 | |
| Optical Flow Estimation | Sintel Clean (test) | EPE0.79 | 120 | |
| Optical Flow | Sintel Final (train) | EPE0.66 | 112 | |
| Optical Flow | Sintel Clean (train) | EPE0.46 | 104 | |
| Depth Estimation | Sintel ~50 frames | AbsRel0.18 | 70 | |
| Video Depth Estimation | Sintel (test) | Delta 1 Accuracy74.7 | 61 | |
| Optical Flow | Sintel Final | EPE1.649 | 59 | |
| Optical Flow | Sintel Clean | EPE0.93 | 59 | |
| Video Depth Estimation | Sintel (short sequences) | Abs Rel0.278 | 42 | |
| Camera Pose Estimation | Sintel 50 frames | ATE0.073 | 41 | |
| Optical Flow | Sintel clean (test) | AEE (Unmatched)6.68 | 37 | |
| Camera Pose Estimation | Sintel dataset | ATE0.074 | 35 | |
| Depth Prediction | Sintel | AbsRel0.253 | 32 | |
| Depth Estimation | Sintel | AbsRel0.081 | 29 | |
| Optical Flow | Sintel (val) | EPE (Clean)0.4 | 26 | |
| Video Surface Normal Estimation | Sintel | Mean Angular Error30.7 | 25 | |
| Camera Pose Estimation | Sintel 14-sequence | ATE0.065 | 24 | |
| Relative Depth Estimation | Sintel (test) | AbsRel0.329 | 15 | |
| Camera pose estimation | Sintel | ATE0.073 | 13 | |
| Video Depth Estimation | Sintel 2 | Abs Rel Error0.287 | 13 |
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