Spring: L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
RobustSpring: V. Oei, J. Schmalfuss, L. Mehl, M. Bartsch, S. Agnihotri, M. Keuper, A. Bulling, A. Bruhn — University of Stuttgart, University of Mannheim, MPI for Informatics
Nov. 23, 2025, 11:05 a.m. — Public
đŸ’¡ submitted by spring team | Wang, Yihan, Lahav Lipson, and Jia Deng. "Sea-raft: Simple, efficient, accurate raft for optical flow." In ECCV, 2024.
| 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+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 3.686 | 3.322 | 60.991 | 3.025 | 31.057 | 1.561 | 19.767 | 3.757 | 2.615 | 1.241 | 4.760 | 21.234 |
| 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+ |
| 0.363 | 0.336 | 4.565 | 0.269 | 4.261 | 0.171 | 1.818 | 0.368 | 0.295 | 0.125 | 0.356 | 2.373 |
| 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+ |
| 1.347 | 1.202 | 24.248 | 1.020 | 14.885 | 0.789 | 5.571 | 1.413 | 0.353 | 0.421 | 2.625 | 5.642 |
| 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+ |
| 94.534 | 94.836 | 47.031 | 95.146 | 69.217 | 96.636 | 78.627 | 94.504 | 94.982 | 97.245 | 92.624 | 77.019 |
| EPE total |
Fl total |
1px total |
|---|---|---|
| 2.960 | 9.050 | 17.520 |
| Corruption | EPE | Fl | 1px |
|---|---|---|---|
| Brightness | 0.210 | 0.400 | 1.650 |
| Contrast | 0.750 | 1.510 | 3.750 |
| Defocus Blur | 0.200 | 0.420 | 1.470 |
| Elastic Transform | 0.560 | 1.420 | 11.140 |
| Fog | 1.200 | 7.410 | 11.200 |
| Frost | 7.600 | 21.860 | 36.860 |
| Gaussian Blur | 0.230 | 0.510 | 1.790 |
| Gaussian Noise | 1.490 | 4.340 | 12.300 |
| Glass Blur | 0.220 | 0.410 | 1.460 |
| Impulse Noise | 2.580 | 7.510 | 19.010 |
| JPEG Compression | 4.020 | 13.570 | 34.860 |
| Motion Blur | 1.110 | 5.820 | 13.780 |
| Pixelate | 0.410 | 0.510 | 1.880 |
| Rain | 16.730 | 25.090 | 36.870 |
| Saturate | 0.160 | 0.360 | 1.290 |
| Shot Noise | 1.200 | 3.410 | 10.690 |
| Snow | 8.540 | 43.810 | 60.520 |
| Spatter | 8.930 | 30.520 | 53.310 |
| Speckle Noise | 1.290 | 3.610 | 12.150 |
| Zoom Blur | 1.830 | 8.410 | 24.510 |
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