Optical Flow Estimation on PHM delta t = 20
0.792AEE (Ball)USFlow(raft)
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| USFlow(raft)Param.=1.04M, Supervised Training=true2023.07 | 0.792 | 2.734 | 1.918 | 0.448 | 0.569 | 2.601 | 0.256 | 1.231 | 4.293 | 1.649 | |
| USFlow(pwc)Param.=0.62M, Supervised Training=true2023.07 | 0.807 | 3.075 | 1.613 | 0.37 | 0.377 | 3.663 | 0.168 | 1.216 | 4.216 | 1.723 | |
| PWC-Net(variant)+convParam.=0.62M, Supervised Training=true2023.07 | 0.881 | 3.198 | 1.624 | 0.799 | 0.476 | 4.03 | 0.273 | 1.424 | 4.324 | 1.892 | |
| Spike-FlowNetParam.=13.04M, Supervised Training=true2023.07 | 0.923 | 7.069 | 1.131 | 1.675 | 1.838 | 9.829 | 1.701 | 1.373 | 5.257 | 3.422 | |
| RAFT+convParam.=1.04M, Supervised Training=true2023.07 | 0.983 | 2.977 | 1.864 | 0.533 | 0.622 | 3.421 | 0.287 | 1.361 | 4.313 | 1.818 | |
| RAFTParam.=0.99M, Supervised Training=true2023.07 | 1.004 | 3.378 | 2.059 | 0.46 | 0.561 | 3.707 | 0.257 | 1.416 | 4.25 | 1.904 | |
| EV-FlowNetParam.=53.43M, Supervised Training=true2023.07 | 1.051 | 5.536 | 1.721 | 2.057 | 1.867 | 8.82 | 1.803 | 2.193 | 5.061 | 3.345 | |
| SCFlowParam.=0.80M, Supervised Training=true2023.07 | 1.157 | 3.43 | 2.205 | 0.507 | 0.578 | 4.018 | 0.267 | 1.922 | 4.327 | 2.046 | |
| PWC-Net(variant)Param.=0.57M, Supervised Training=true2023.07 | 1.321 | 4.493 | 2.601 | 2.206 | 1.083 | 5.654 | 1.159 | 2.32 | 5.143 | 2.887 |