Optical Flow Estimation on KITTI-15 (test)
3.56Fl-all ErrorDPFlow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPFlowTraining Data=C + T + S + K + H2025.12 | 3.56 | — | |
| GeoViTTraining Data=C + T + S + K + H, Tiling technique=true2025.12 | 3.79 | — | |
| StreamFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.24 | — | |
| GMFlow+Training Data=C + T + S + K + H2025.12 | 4.27 | — | |
| TransFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.32 | — | |
| VideoFlow-BOFTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.44 | — | |
| SAM-FlowTraining Data=C + T + S + K + H2025.12 | 4.49 | — | |
| FlowFormer++Training Data=C + T + S + K + H, Tiling technique=true2025.12 | 4.52 | — | |
| Separable FlowTraining Data=C + T + S/K + H2022.03 | 4.64 | 6.24 | |
| S-FlowTraining Data=C+T+S+K+H2022.03 | 4.64 | — | |
| Separable FlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.64 | — | |
| S-FlowTraining Data=C + T + S + K + H2025.12 | 4.64 | — | |
| FlowFormerTraining Data=C+T+S+K+H, tile technique=true2022.03 | 4.68 | — | |
| FlowFormerTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.68 | — | |
| FlowFormerTraining Data=C + T + S + K + H, Tiling technique=true2025.12 | 4.68 | — | |
| RAFT-ATraining Data=C + T + S/K + H2022.03 | 4.78 | 5.99 | |
| RFPMTraining Data=C + T + S/K + H2022.03 | 4.79 | — | |
| CRAFTTraining Data=C + T + S/K + H2022.03 | 4.79 | 5.85 | |
| GMFlowNetTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 4.79 | — | |
| GMFlowNetTraining Data=C + T + S + K + H2025.12 | 4.79 | — | |
| CRAFTTraining Data=C + T + S + K + H2025.12 | 4.79 | — | |
| SKFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=true2023.11 | 4.84 | — | |
| SKFlowTraining Data=C + T + S + K + H, Warm-start=true2025.12 | 4.84 | — | |
| AGFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=true2023.11 | 4.89 | — | |
| MFCFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 5 | — | |
| MFRFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 5.03 | — | |
| RAFTTraining Data=C + T + S/K + H2022.03 | 5.1 | 6.87 | |
| RAFTTraining Data=C+T+S+K+H2022.03 | 5.1 | — | |
| RAFTTraining Data=(C+)T+S+K+H, Warm-start strategy=true2023.11 | 5.1 | — | |
| RAFTTraining Data=C + T + S + K + H, Warm-start=false2025.12 | 5.1 | — | |
| RAFTTraining Data=C + T + S + K + H, Warm-start=true2025.12 | 5.1 | — | |
| GMATraining Data=C + T + S/K + H2022.03 | 5.15 | 7.03 | |
| GMATraining Data=C+T+S+K+H2022.03 | 5.15 | — | |
| GMATraining Data=(C+)T+S+K+H, Warm-start strategy=true2023.11 | 5.15 | — | |
| GMATraining Data=C + T + S + K + H, Warm-start=false2025.12 | 5.15 | — | |
| GMATraining Data=C + T + S + K + H, Warm-start=true2025.12 | 5.15 | — | |
| MaskFlowNetTraining Data=C+T+S+K+H2022.03 | 6.1 | — | |
| MaskFlowNetTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 6.1 | — | |
| MaskFlowNetTraining Data=C + T + S + K + H2025.12 | 6.1 | — | |
| FM-RAFTTraining Data=C+T+S+K+H2022.03 | 6.17 | — | |
| FM-RAFTTraining Data=C + T + S + K + H2025.12 | 6.17 | — | |
| VCNTraining Data=C+T+S+K+H2022.03 | 6.3 | — | |
| VCNTraining Data=C + T + S + K + H2025.12 | 6.3 | — | |
| PWC-FusionTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 7.17 | — | |
| IRR-PWCTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 7.65 | — | |
| StarFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 7.65 | — | |
| PWC-Net+Training Data=C+T+S+K+H2022.03 | 7.72 | — | |
| PWC-Net+Training Data=C + T + S + K + H2025.12 | 7.72 | — | |
| LiteFlowNet2Training Data=C+T+S+K+H2022.03 | 7.74 | — | |
| LiteFlowNet2Training Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 7.74 | — | |
| LiteFlowNet2Training Data=C + T + S + K + H2025.12 | 7.74 | — | |
| GMFlowTraining Data=(C+)T+S+K+H, Warm-start strategy=false2023.11 | 9.32 | — | |
| GMFlowTraining Data=C + T + S + K + H2025.12 | 9.32 | — |