Optical Flow on Sintel Clean
0.93EPEFlowIt (XL)
Evaluation results
| Method | Links | |
|---|---|---|
| FlowIt (XL)Extra Data=TartanAir [69]2026.03 | 0.93 | |
| WAFT-DINOv3-a2Extra Data=TartanAir [69]2026.03 | 0.94 | |
| WAFT-DAv2-a2Extra Data=TartanAir [69]2026.03 | 0.95 | |
| MEMFOF2025.06 | 0.963 | |
| FlowIt (L)Extra Data=TartanAir [69]2026.03 | 0.99 | |
| VideoFlow-MOFModule=MOF2025.06 | 0.991 | |
| SAMFlow2026.03 | 1 | |
| VideoFlow-BOFModule=BOF2025.06 | 1.005 | |
| FlowDiffuserExtra Data=AF [62]2026.03 | 1.02 | |
| WAFT-Twins-a2Extra Data=TartanAir [69]2026.03 | 1.02 | |
| GMFlow+2026.03 | 1.03 | |
| DPFlow2026.03 | 1.04 | |
| StreamFlow2025.06 | 1.041 | |
| MemFlow2025.06 | 1.046 | |
| CCMR+Extra Data=VIPER [54]2026.03 | 1.07 | |
| Flowformer++Extra Data=YouTube-VOS [76]2026.03 | 1.07 | |
| MemFlow-TVariant=Tiny2025.06 | 1.081 | |
| CroCoFlowExtra Data=CroCo-Pretrain2026.03 | 1.09 | |
| WAFT-DAv2-a1Extra Data=TartanAir [69]2026.03 | 1.09 | |
| CrocoFlow2025.06 | 1.092 | |
| FlowIt (M)Extra Data=TartanAir [69]2026.03 | 1.1 | |
| FlowFormerEvaluation Protocol=Finetuning2023.06 | 1.14 | |
| FlowIt (S)Extra Data=TartanAir [69]2026.03 | 1.14 | |
| FlowFormer2025.06 | 1.159 | |
| MatchFlow(G)Extra Data=MegaDepth [35]2026.03 | 1.16 | |
| FlowFormer2026.03 | 1.2 | |
| AnyFlow2026.03 | 1.23 | |
| SKFlow2026.03 | 1.28 | |
| SKFlowEvaluation Protocol=Finetuning, Warm Start=true2023.06 | 1.3 | |
| SEA-RAFT (L)Variant=Large2025.06 | 1.309 | |
| RPKNet2026.03 | 1.31 | |
| SEA-RAFT(L)Extra Data=TartanAir [69]2026.03 | 1.31 | |
| RPKNet2025.06 | 1.315 | |
| EMD-L2026.03 | 1.32 | |
| GMA2025.06 | 1.388 | |
| GMA2026.03 | 1.39 | |
| GMFlowNet2026.03 | 1.39 | |
| CRAFTEvaluation Protocol=Finetuning, Warm Start=true2023.06 | 1.44 | |
| DIP2026.03 | 1.44 | |
| SEA-RAFT (M)Variant=Medium2025.06 | 1.442 | |
| CRAFT2026.03 | 1.45 | |
| RAFT-OCTCEvaluation Protocol=Finetuning, Warm Start=true2023.06 | 1.51 | |
| RAFT-itEvaluation Protocol=Finetuning, Extra Datasets (AutoFlow and VIPER)=true2023.06 | 1.55 | |
| RAFT2025.06 | 1.609 | |
| RAFT2026.03 | 1.61 | |
| GMFlow2026.03 | 1.74 | |
| DDVMEvaluation Protocol=Finetuning, Extra Datasets (AutoFlow and VIPER)=true2023.06 | 1.75 | |
| DDVMExtra Data=DDVM-Pretrain2026.03 | 1.75 | |
| DDVM2025.06 | 1.754 | |
| Perceiver IOTraining dataset=AutoFlow2021.07 | 1.81 | |
| RAFTTraining dataset=AutoFlow2021.07 | 1.95 | |
| MeFlow2025.06 | 2.054 | |
| PWCNetTraining dataset=AutoFlow2021.07 | 2.17 | |
| Flow1D2025.06 | 2.238 | |
| PWC-Net+2026.03 | 3.45 | |
| PWC-Net2025.06 | 3.86 | |
| FlowNet22025.06 | 4.16 | |
| FlowNet22026.03 | 4.16 | |
| SpyNet2026.03 | 6.64 |