Optical Flow on KITTI-15 (test)
2.94Fl-allMEMFOF
Evaluation Results
| Method | Links | |
|---|---|---|
| MEMFOF2025.06 | 2.94 | |
| DDVM2025.06 | 3.26 | |
| CrocoFlow2025.06 | 3.64 | |
| VideoFlow-MOFModule=MOF2025.06 | 3.65 | |
| MemFlow-TVariant=Tiny2025.06 | 3.88 | |
| MemFlow2025.06 | 4.1 | |
| DIPTraining=C+T+S+K(+H)2024.06 | 4.21 | |
| StreamFlow2025.06 | 4.24 | |
| SEA-RAFT (L)Variant=Large2025.06 | 4.3 | |
| ProMotionTraining=C+T+S+K(+H)2024.06 | 4.3 | |
| VideoFlow-BOFModule=BOF2025.06 | 4.44 | |
| KPA-FlowTraining=C+T+S+K(+H)2024.06 | 4.6 | |
| SEA-RAFT (M)Variant=Medium2025.06 | 4.64 | |
| RPKNet2025.06 | 4.64 | |
| Separable FlowTraining=C+T+S+K(+H)2024.06 | 4.64 | |
| FlowFormer2025.06 | 4.68 | |
| FlowFormerTraining=C+T+S+K(+H), Tile technique=true2024.06 | 4.68 | |
| MatchFlowTraining=C+T+S+K(+H)2024.06 | 4.72 | |
| GMFlowNetTraining=C+T+S+K(+H)2024.06 | 4.79 | |
| CRAFTTraining=C+T+S+K(+H)2024.06 | 4.79 | |
| SKFlowTraining=C+T+S+K(+H)2024.06 | 4.84 | |
| AGFlowTraining=C+T+S+K(+H)2024.06 | 4.89 | |
| MeFlow2025.06 | 4.95 | |
| RAFT2025.06 | 5.1 | |
| RAFTTraining=C+T+S+K(+H)2024.06 | 5.1 | |
| GMA2025.06 | 5.15 | |
| GMATraining=C+T+S+K(+H)2024.06 | 5.15 | |
| Flow1D2025.06 | 6.27 | |
| HD3F-ftFine-tuning=true2018.12 | 6.55 | |
| PRSMFine-tuning=false2018.12 | 6.68 | |
| MFFmulti-frame=true2019.04 | 7.17 | |
| IRR-PWC2019.04 | 7.65 | |
| PWC-Net+2019.04 | 7.72 | |
| PWC-Net-ftfine-tuned=true2018.09 | 7.9 | |
| PWC-Netfine-tuned=true2018.02 | 9.16 | |
| GMFlowTraining=C+T+S+K(+H)2024.06 | 9.32 | |
| LiteFlowNet-ftCategory=Lightweight CNN, fine-tuned=true2018.05 | 9.38 | |
| LiteFlowNet-arXivfine-tuned=true2018.09 | 9.38 | |
| LiteFlowNetfine-tuned=true2018.02 | 9.38 | |
| LiteFlowNet2019.04 | 9.38 | |
| PWC-Net2025.06 | 9.6 | |
| PWC-Net-ft-CVPRfine-tuned=true2018.09 | 9.6 | |
| PWC-Net-ftFine-tuning=true2018.12 | 9.6 | |
| PWC-Net2019.04 | 9.6 | |
| PWC-NetTraining=C+T+S+K(+H)2024.06 | 9.6 | |
| ContinualFlow_ROB+multi-frame=true2019.04 | 10.03 | |
| LiteFlowNet-CVPRfine-tuned=true2018.09 | 10.24 | |
| LiteFlowNet-ftFine-tuning=true2018.12 | 10.24 | |
| MirrorFlow2018.09 | 10.29 | |
| MirrorFlowFine-tuning=false2018.12 | 10.29 | |
| MirrorFlow2019.04 | 10.29 | |
| FlowNet22025.06 | 10.41 | |
| FlowNet2-ftfine-tuned=true2018.09 | 10.41 | |
| FlowNet2fine-tuned=true2018.02 | 10.41 | |
| FlowNet2-ftFine-tuning=true2018.12 | 10.41 | |
| FlowNet22019.04 | 10.41 | |
| SDF2018.09 | 11.01 | |
| FlowNet2-ft-kittiCategory=Heavyweight CNN, fine-tuned=KITTI2018.05 | 11.48 | |
| FlowNet2-ft-kittibackbone=GPU, runtime=123ms, fine-tuned=KITTI2016.12 | 11.48 | |
| MRFlow2018.09 | 12.19 | |
| MRFlowfine-tuned=false2018.02 | 12.19 | |
| Devonfine-tuned=true2018.02 | 14.31 | |
| DCFlow2018.09 | 14.83 | |
| DCFlowfine-tuned=false2018.02 | 14.83 | |
| DC FlowCategory=Hybrid2018.05 | 14.86 | |
| Bailer et al.Category=Hybrid2018.05 | 19.44 | |
| FlowFields2018.09 | 19.8 | |
| FlowFieldsFine-tuning=false2018.12 | 19.8 | |
| PatchBatch2018.09 | 21.07 | |
| PatchBatchFine-tuning=false2018.12 | 21.07 | |
| Deep DiscreteFlowCategory=Hybrid2018.05 | 21.17 | |
| CPM-flow2018.09 | 22.4 | |
| FullFlow2018.09 | 23.37 | |
| FullFlowFine-tuning=false2018.12 | 23.37 | |
| EpicFlow2018.09 | 26.29 | |
| EpicFlowFine-tuning=false2018.12 | 26.29 | |
| EpicFlowCategory=Conventional2018.05 | 27.1 | |
| EpicFlow+backbone=CPU, runtime=42,600ms2016.12 | 27.1 | |
| EpicFlowfine-tuned=false2018.02 | 27.1 | |
| DeepFlowCategory=Conventional2018.05 | 29.18 | |
| DeepFlow+backbone=CPU, runtime=51,940ms2016.12 | 29.18 | |
| SPyNet-ftCategory=Lightweight CNN, fine-tuned=true2018.05 | 35.07 | |
| SpyNet-ftfine-tuned=true2018.09 | 35.07 | |
| SpyNetfine-tuned=true2018.02 | 35.07 | |
| SpyNet-ftFine-tuning=true2018.12 | 35.07 |