MPI Sintel
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optical Flow Estimation | MPI Sintel Final (train) | Endpoint Error (EPE)1.17 | 209 | |
| Optical Flow Estimation | MPI Sintel Clean (train) | EPE0.85 | 202 | |
| Optical Flow | MPI Sintel Clean (test) | AEE1.35 | 158 | |
| Optical Flow | MPI-Sintel final (test) | EPE1.77 | 137 | |
| Optical Flow | MPI Sintel (train) | EPE (Final)0.74 | 63 | |
| Optical Flow Estimation | MPI Sintel final (test) | AEE4.56 | 30 | |
| Optical Flow Estimation | MPI Sintel Final Pass | Overall AEE1.58 | 29 | |
| Optical Flow | MPI Sintel (test) | EPE (Final)1.48 | 27 | |
| Optical Flow Estimation | MPI Sintel (test) | EPE (Clean, all)1 | 16 | |
| Optical Flow Estimation | MPI Sintel Clean Pass | Average Endpoint Error (All)2.527 | 16 | |
| Camera Pose Estimation | MPI Sintel | ATE (m)0.037 | 11 | |
| Optical Flow Estimation | MPI Sintel | Rank1 | 11 | |
| Image Matching | MPI-Sintel (final) | Accuracy@1089.2 | 11 | |
| Optical Flow Estimation | MPI Sintel Final | EPE2.12 | 10 | |
| Optical Flow Estimation | MPI Sintel Clean | EPE1.03 | 10 | |
| Single frame prediction | MPI Sintel (test) | PSNR29.64 | 7 | |
| Video Depth Estimation | MPI Sintel | AbsRel (S)0.171 | 6 | |
| 3D Point Cloud Reconstruction | MPI Sintel | L1 Error0.768 | 6 | |
| Monocular Depth Estimation | MPI Sintel final (train) | OPW0.613 | 4 | |
| Optical Flow Uncertainty Estimation | MPI Sintel final (train) | Avg Log Likelihood-1.821 | 4 | |
| Optical Flow Uncertainty Estimation | MPI Sintel clean (train) | Avg Log Likelihood-1.487 | 4 | |
| Video Style Transfer | MPI Sintel (val) | Alley-2 Score0.0252 | 4 | |
| Pose Estimation | MPI Sintel (alley 2) | Metric- | 0 | |
| Pose Estimation | MPI Sintel (alley 1) | Metric- | 0 |
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