Optical Flow on MPI Sintel (test)
1.48EPE (Final)CoWTracker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoWTrackerCategory=Dense Point Tracker, Zero-shot=true2026.02 | 1.48 | 0.78 | |
| RAFTCategory=Specialized Optical Flow model2026.02 | 1.86 | 1.15 | |
| WAFTCategory=Specialized Optical Flow model, Variant=Dv3-a22026.02 | 1.86 | 1.01 | |
| SEA-RAFTCategory=Specialized Optical Flow model, Variant=M2026.02 | 1.96 | 0.97 | |
| WAFTCategory=Specialized Optical Flow model, Variant=twins-a22026.02 | 2.09 | 0.94 | |
| RAFT-ftLearning Setting=Supervised, Training Data=S/K, Fine-tuned=true2022.11 | 3.41 | 2.08 | |
| PWC-Net-ftLearning Setting=Supervised, Training Data=S/K, Fine-tuned=true2022.11 | 5.13 | 3.86 | |
| CoT-AMFlowLearning Setting=Unsupervised, Training Data=Sraw/Kraw2022.11 | 5.14 | 3.96 | |
| UPFlowLearning Setting=Unsupervised, Training Data=S/Kraw2022.11 | 5.32 | 4.68 | |
| MDFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 5.46 | 4.16 | |
| OIFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 5.71 | 4.26 | |
| FlowNet2-ftLearning Setting=Supervised, Training Data=S/K, Fine-tuned=true2022.11 | 5.74 | 4.16 | |
| DistillFlowLearning Setting=Unsupervised, Training Data=S + Sraw/Kraw2022.11 | 5.81 | 4.23 | |
| ASFlowLearning Setting=Unsupervised, Training Data=S/Kraw2022.11 | 5.86 | 4.56 | |
| ARFlowLearning Setting=Unsupervised, Training Data=Sraw/Kraw2022.11 | 5.89 | 4.78 | |
| MDFlow-FastLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 5.99 | 4.73 | |
| FlowNet2Learning Setting=Supervised, Training Data=C+T2022.11 | 6.02 | 3.96 | |
| FastFlowNet-ftLearning Setting=Supervised, Training Data=S/K, Fine-tuned=true2022.11 | 6.08 | 4.89 | |
| UFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 6.5 | 5.21 | |
| SelFlowLearning Setting=Unsupervised, Training Data=Sraw/K2022.11 | 6.57 | 6.56 | |
| STFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 6.63 | 6.12 | |
| SimFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 6.92 | 5.92 | |
| DDFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 7.4 | 6.18 | |
| EPIFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 8.51 | 7 | |
| MFOccFlowLearning Setting=Unsupervised, Training Data=R + S/K2022.11 | 8.81 | 7.23 | |
| OccAwareFlowLearning Setting=Unsupervised, Training Data=C + S/K2022.11 | 9.15 | 7.95 | |
| UnFlow-CSSLearning Setting=Unsupervised, Training Data=SY/Kraw2022.11 | 10.22 | — |