L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
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L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
Nov. 1, 2022, 2 p.m. — Public
💡 submitted by spring team | Z. Huang, X. Shi, C. Zhang, Q. Wang, K. C. Cheung, H. Qin, J. Dai, and H. Li. "FlowFormer: A Transformer Architecture for Optical Flow." In European Conference on Computer Vision (ECCV), 2022.
Code: https://github.com/drinkingcoder/FlowFormer-Official
| 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+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6.510 | 6.144 | 64.219 | 5.766 | 37.294 | 3.527 | 29.084 | 5.500 | 21.858 | 3.381 | 5.530 | 35.344 |
| 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+ |
| 0.723 | 0.648 | 12.524 | 0.565 | 7.258 | 0.299 | 3.934 | 0.694 | 1.164 | 0.217 | 0.429 | 5.753 |
| 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+ |
| 2.384 | 2.198 | 31.650 | 1.985 | 18.903 | 1.318 | 10.449 | 2.144 | 6.027 | 0.922 | 3.146 | 12.556 |
| 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+ |
| 91.679 | 91.987 | 43.233 | 92.358 | 63.606 | 94.349 | 71.477 | 92.498 | 79.235 | 94.779 | 91.913 | 65.110 |
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