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
Sept. 3, 2026, 6:56 p.m. — Public
| 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+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 34.890 | 34.640 | 74.307 | 34.211 | 63.005 | 32.435 | 53.467 | 35.519 | 25.333 | 29.753 | 36.584 | 73.291 |
| 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+ |
| 1.411 | 1.374 | 7.193 | 1.288 | 6.500 | 1.094 | 3.804 | 1.406 | 1.489 | 0.898 | 1.340 | 5.887 |
| 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+ |
| 5.967 | 5.772 | 36.580 | 5.464 | 26.788 | 4.614 | 16.199 | 5.847 | 7.786 | 2.953 | 8.460 | 24.438 |
| 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+ |
| 67.517 | 67.720 | 35.564 | 68.077 | 44.327 | 69.399 | 53.273 | 67.015 | 75.142 | 71.741 | 65.087 | 38.748 |
| EPE total |
Fl total |
1px total |
|---|---|---|
| 3.328 | 17.722 | 40.303 |
| Corruption | EPE | Fl | 1px |
|---|---|---|---|
| Brightness | 0.308 | 0.546 | 3.577 |
| Contrast | 3.213 | 19.366 | 53.302 |
| Defocus Blur | 0.592 | 1.758 | 11.750 |
| Elastic Transform | 1.189 | 9.048 | 32.425 |
| Fog | 1.382 | 11.885 | 28.958 |
| Frost | 8.579 | 35.050 | 59.766 |
| Gaussian Blur | 0.713 | 1.711 | 15.717 |
| Gaussian Noise | 2.070 | 15.752 | 51.091 |
| Glass Blur | 0.604 | 1.349 | 11.816 |
| Impulse Noise | 2.882 | 23.302 | 58.884 |
| JPEG Compression | 1.671 | 9.949 | 41.834 |
| Motion Blur | 1.538 | 7.238 | 20.694 |
| Pixelate | 0.756 | 2.094 | 17.199 |
| Rain | 13.034 | 39.139 | 67.538 |
| Saturate | 0.415 | 0.681 | 6.263 |
| Shot Noise | 1.980 | 16.044 | 51.305 |
| Snow | 8.943 | 66.363 | 80.516 |
| Spatter | 10.097 | 46.074 | 71.663 |
| Speckle Noise | 2.308 | 21.304 | 57.474 |
| Zoom Blur | 4.294 | 25.794 | 64.285 |
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