Optical Flow Estimation on MPI Sintel Final Pass
1.58Overall AEEGG-SSM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GG-SSMMulti-frame inputs=true2024.12 | 1.58 | — | — | — | — | — | — | |
| VideoFlow-MOFMulti-frame inputs=true2024.12 | 1.65 | — | — | — | — | — | — | |
| VideoFlow-BOFMulti-frame inputs=true2024.12 | 1.71 | — | — | — | — | — | — | |
| MemFlowMulti-frame inputs=true2024.12 | 1.91 | — | — | — | — | — | — | |
| FlowFormer++2024.12 | 1.94 | — | — | — | — | — | — | |
| TransFlowMulti-frame inputs=true2024.12 | 2.08 | — | — | — | — | — | — | |
| SKFlowWarm-start strategy=RAFT multi-frame2024.12 | 2.23 | — | — | — | — | — | — | |
| MatchFlowWarm-start strategy=RAFT multi-frame2024.12 | 2.37 | — | — | — | — | — | — | |
| GMAWarm-start strategy=RAFT multi-frame2024.12 | 2.47 | — | — | — | — | — | — | |
| GMFlowNet2024.12 | 2.65 | — | — | — | — | — | — | |
| RAFTWarm-start strategy=RAFT multi-frame2024.12 | 2.86 | — | — | — | — | — | — | |
| GMFlow2024.12 | 2.9 | — | — | — | — | — | — | |
| ScopeFlowarchitecture=PWC-Net2020.02 | 4.098 | 1.999 | 21.214 | 4.028 | 1.18 | 0.725 | 24.477 | |
| SelFlowarchitecture=PWC-Net2020.02 | 4.262 | 2.04 | 22.369 | 4.083 | 1.287 | 0.582 | 27.154 | |
| ScopeFlowarchitecture=PWC-Net, variant=zooming2020.02 | 4.317 | 2.086 | 22.511 | 4.018 | 1.311 | 0.739 | 26.218 | |
| ScopeFlowarchitecture=PWC-Net, variant=regularization2020.02 | 4.503 | 2.16 | 23.607 | 4.124 | 1.292 | 0.706 | 27.831 | |
| VCN2020.02 | 4.52 | 2.195 | 23.478 | 4.423 | 1.357 | 0.934 | 26.434 | |
| ContinualFlow_ROBarchitecture=PWC-Net, extra_data_finetune=true2020.02 | 4.528 | 2.723 | 19.248 | 5.05 | 1.713 | 0.872 | 26.063 | |
| MFFarchitecture=PWC-Net, extra_data_finetune=true2020.02 | 4.566 | 2.216 | 23.732 | 4.664 | 1.222 | 0.893 | 26.81 | |
| PWC-FusionMulti-frame inputs=true2024.12 | 4.57 | — | — | — | — | — | — | |
| IRR-PWCarchitecture=PWC-Net, baseline=true2020.02 | 4.579 | 2.154 | 24.355 | 4.165 | 1.292 | 0.709 | 28.998 | |
| PWC-Net+architecture=PWC-Net, extra_data_finetune=true2020.02 | 4.596 | 2.254 | 23.696 | 4.781 | 1.234 | 2.978 | 26.62 | |
| HD3-Flow2020.02 | 4.666 | 2.174 | 24.994 | 3.786 | 1.647 | 0.657 | 30.579 | |
| LiteFlowNet22020.02 | 4.903 | 2.346 | 25.769 | 4.142 | 1.546 | 0.797 | 31.039 | |
| ProFlow2020.02 | 5.017 | 2.596 | 24.736 | 5.016 | 1.601 | 0.91 | 30.715 | |
| PWC-Netarchitecture=PWC-Net2020.02 | 5.042 | 2.445 | 26.221 | 4.636 | 1.475 | 2.986 | 31.07 | |
| DCFlow2020.02 | 5.119 | 2.283 | 28.228 | 4.665 | 1.44 | 1.052 | 29.351 | |
| MR-Flow2020.02 | 5.376 | 2.818 | 26.235 | 5.109 | 1.755 | 0.908 | 32.221 | |
| FlowNet22020.02 | 5.739 | 2.752 | 30.108 | 4.818 | 1.735 | 0.959 | 35.538 |