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. 20, 2026, 4:12 a.m. — Public
| 1px total |
1px low-detail |
1px high-detail |
1px matched |
1px unmatched |
1px not sky |
1px sky |
1px s0-10 |
1px s10-40 |
1px s40+ |
|---|---|---|---|---|---|---|---|---|---|
| 7.095 | 6.777 | 26.261 | 5.898 | 30.860 | 7.287 | 4.179 | 3.050 | 7.571 | 13.345 |
| Abs total |
Abs low-detail |
Abs high-detail |
Abs matched |
Abs unmatched |
Abs not sky |
Abs sky |
Abs s0-10 |
Abs s10-40 |
Abs s40+ |
| 0.457 | 0.438 | 1.590 | 0.363 | 2.324 | 0.450 | 0.551 | 0.263 | 0.439 | 0.876 |
| D1 total |
D1 low-detail |
D1 high-detail |
D1 matched |
D1 unmatched |
D1 not sky |
D1 sky |
D1 s0-10 |
D1 s10-40 |
D1 s40+ |
| 2.615 | 2.569 | 5.390 | 2.027 | 14.280 | 2.651 | 2.070 | 1.267 | 3.625 | 2.157 |
| 1px total |
Abs total |
D1 total |
|---|---|---|
| 18.088 | 1.441 | 1.909 |
| Corruption | 1px | Abs | D1 |
|---|---|---|---|
| Brightness | 2.255 | 0.191 | 0.191 |
| Contrast | 4.911 | 0.317 | 0.298 |
| Defocus Blur | 2.907 | 0.332 | 0.306 |
| Elastic Transform | 53.355 | 1.531 | 0.376 |
| Fog | 5.737 | 0.513 | 0.526 |
| Frost | 31.190 | 6.315 | 11.922 |
| Gaussian Blur | 3.672 | 0.400 | 0.374 |
| Gaussian Noise | 14.132 | 0.799 | 0.836 |
| Glass Blur | 3.253 | 0.412 | 0.368 |
| Impulse Noise | 18.335 | 1.116 | 1.316 |
| JPEG Compression | 42.564 | 2.870 | 2.505 |
| Motion Blur | 7.162 | 0.749 | 0.906 |
| Pixelate | 28.826 | 1.002 | 0.554 |
| Rain | 29.403 | 3.563 | 7.708 |
| Saturate | 2.094 | 0.192 | 0.192 |
| Shot Noise | 11.917 | 0.680 | 0.678 |
| Snow | 13.589 | 0.798 | 0.812 |
| Spatter | 11.647 | 0.720 | 0.842 |
| Speckle Noise | 12.819 | 0.774 | 0.849 |
| Zoom Blur | 61.983 | 5.556 | 6.627 |
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