Nov. 8, 2023, 6:35 a.m. — Public
Qiaole Dong, Yanwei Fu. MemFlow: Optical Flow Estimation and Prediction with Memory. CVPR 2024.
Code: https://dqiaole.github.io/MemFlow/
1px total |
1px low-detail |
1px high-detail |
1px matched |
1px unmatched |
1px rigid |
1px non-rigid |
1px not sky |
1px sky |
1px s0-10 |
1px s10-40 |
1px s40+ |
---|---|---|---|---|---|---|---|---|---|---|---|
4.482 | 4.119 | 61.703 | 3.742 | 35.115 | 2.391 | 20.306 | 3.934 | 12.809 | 1.305 | 4.437 | 31.184 |
EPE total |
EPE low-detail |
EPE high-detail |
EPE matched |
EPE unmatched |
EPE rigid |
EPE non-rigid |
EPE not sky |
EPE sky |
EPE s0-10 |
EPE s10-40 |
EPE s40+ |
0.471 | 0.443 | 4.738 | 0.359 | 5.067 | 0.222 | 2.347 | 0.473 | 0.437 | 0.122 | 0.348 | 3.722 |
Fl total |
Fl low-detail |
Fl high-detail |
Fl matched |
Fl unmatched |
Fl rigid |
Fl non-rigid |
Fl not sky |
Fl sky |
Fl s0-10 |
Fl s10-40 |
Fl s40+ |
1.416 | 1.263 | 25.504 | 1.097 | 14.629 | 0.809 | 6.009 | 1.449 | 0.926 | 0.388 | 2.362 | 7.464 |
WAUC total |
WAUC low-detail |
WAUC high-detail |
WAUC matched |
WAUC unmatched |
WAUC rigid |
WAUC non-rigid |
WAUC not sky |
WAUC sky |
WAUC s0-10 |
WAUC s10-40 |
WAUC s40+ |
93.855 | 94.157 | 46.180 | 94.514 | 66.569 | 95.957 | 77.949 | 94.267 | 87.589 | 97.156 | 92.480 | 69.955 |