Optical Flow Estimation on SlowFlow 100px (train)
2.44EPE (t=1)DistractFlow
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DistractFlowLearning Setting=Semi-Supervised, Base Model=GMA, Labeled data=C+T, Unlabeled data=S/K2023.03 | 2.44 | 2.79 | 4.38 | 6.57 | |
| DistractFlowLearning Setting=Semi-Supervised, Base Model=RAFT, Labeled data=C+T, Unlabeled data=S/K2023.03 | 2.46 | 3.6 | 5.15 | 6.95 | |
| DistractFlowLearning Setting=Semi-Supervised, Base Model=FlowFormer, Labeled data=C+T, Unlabeled data=S/K2023.03 | 2.48 | 2.69 | 4.31 | 6.29 | |
| GMALearning Setting=Supervised, Base Model=GMA, Labeled data=C+T, Unlabeled data=None2023.03 | 2.49 | 4.99 | 5.95 | 9.15 | |
| DistractFlowLearning Setting=Supervised, Base Model=FlowFormer, Labeled data=C+T, Unlabeled data=None2023.03 | 2.51 | 2.77 | 4.39 | 6.3 | |
| DistractFlowLearning Setting=Supervised, Base Model=GMA, Labeled data=C+T, Unlabeled data=None2023.03 | 2.53 | 3.49 | 5.43 | 8.24 | |
| FlowFormerLearning Setting=Supervised, Base Model=FlowFormer, Labeled data=C+T, Unlabeled data=None2023.03 | 2.72 | 3.73 | 5.24 | 6.78 | |
| DistractFlowLearning Setting=Supervised, Base Model=RAFT, Labeled data=C+T, Unlabeled data=None2023.03 | 3.37 | 3.93 | 6.21 | 8.18 | |
| RAFTLearning Setting=Supervised, Base Model=RAFT, Labeled data=C+T, Unlabeled data=None2023.03 | 3.73 | 7.98 | 6.72 | 9.96 |