Optical Flow Estimation on KITTI (test)
6.27F1-allFlow1D
Evaluation Results
| Method | Links | |
|---|---|---|
| Flow1DTraining=C+T+S+K+H, Params (M)=5.72023.03 | 6.27 | |
| SCVTraining=C+T+S+K+H, Params (M)=5.32023.03 | 6.17 | |
| GMATraining=C+T+S+K+H, Params (M)=5.92023.03 | 5.15 | |
| RAFTTraining=C+T+S+K+H, Params (M)=5.32023.03 | 5.1 | |
| RAFTTraining Setting=Supervised, warm-start=false2023.03 | 5.1 | |
| SupervisedTraining Setting=Semi-Supervised / Additional dataset, warm-start=false2023.03 | 5.1 | |
| AGFlowTraining=C+T+S+K+H, Params (M)=5.62023.03 | 4.89 | |
| FlowSupervisorTraining Setting=Semi-Supervised / Additional dataset, warm-start=false2023.03 | 4.85 | |
| SKFlowTraining=C+T+S+K+H, Params (M)=6.32023.03 | 4.84 | |
| DistractFlowTraining Setting=Supervised, Model=RAFT [30], warm-start=false2023.03 | 4.82 | |
| CRAFTTraining=C+T+S+K+H, Params (M)=6.32023.03 | 4.79 | |
| GMFlowNetTraining=C+T+S+K+H, Params (M)=9.32023.03 | 4.79 | |
| RAFT-ATraining Setting=Semi-Supervised / Additional dataset, warm-start=false2023.03 | 4.78 | |
| RAFT-OCTCTraining Setting=Semi-Supervised / Additional dataset, Model=RAFT [30], warm-start=false2023.03 | 4.72 | |
| DistractFlowTraining Setting=Semi-Supervised / Additional dataset, Model=RAFT [30], warm-start=false2023.03 | 4.71 | |
| FlowFormerTraining=C+T+S+K+H, Params (M)=18.22023.03 | 4.68 | |
| Separable FlowTraining=C+T+S+K+H, Params (M)=6.02023.03 | 4.64 | |
| AnyFlow (R.E.)Training=C+T+S+K+H, Params (M)=5.42023.03 | 4.64 | |
| AnyFlow (dynamic)Training=C+T+S+K+H, Params (M)=5.42023.03 | 4.41 | |
| DIPTraining=C+T+S+K+H, Params (M)=5.42023.03 | 4.21 |