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. 8, 2026, 9:13 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+ |
|---|---|---|---|---|---|---|---|---|---|
| 7.135 | 6.824 | 25.908 | 5.940 | 30.861 | 7.371 | 3.554 | 2.936 | 7.757 | 13.244 |
| 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+ |
| 0.471 | 0.452 | 1.610 | 0.371 | 2.452 | 0.470 | 0.483 | 0.264 | 0.462 | 0.889 |
| 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+ |
| 2.705 | 2.658 | 5.543 | 2.094 | 14.841 | 2.763 | 1.838 | 1.239 | 3.777 | 2.287 |
| 1px total |
Abs total |
D1 total |
|---|---|---|
| 22.529 | 2.386 | 4.427 |
| Corruption | 1px | Abs | D1 |
|---|---|---|---|
| Brightness | 2.660 | 0.303 | 0.467 |
| Contrast | 5.058 | 0.375 | 0.562 |
| Defocus Blur | 2.964 | 0.326 | 0.409 |
| Elastic Transform | 60.468 | 1.682 | 0.519 |
| Fog | 5.981 | 0.555 | 0.676 |
| Frost | 32.103 | 7.177 | 16.046 |
| Gaussian Blur | 3.760 | 0.420 | 0.541 |
| Gaussian Noise | 22.027 | 1.652 | 2.970 |
| Glass Blur | 3.756 | 0.413 | 0.459 |
| Impulse Noise | 16.923 | 1.637 | 3.063 |
| JPEG Compression | 44.223 | 4.200 | 5.726 |
| Motion Blur | 7.532 | 1.341 | 1.915 |
| Pixelate | 28.056 | 1.338 | 1.516 |
| Rain | 38.030 | 3.936 | 9.275 |
| Saturate | 2.144 | 0.207 | 0.273 |
| Shot Noise | 19.682 | 1.447 | 2.472 |
| Snow | 37.564 | 5.310 | 12.274 |
| Spatter | 33.771 | 6.836 | 15.914 |
| Speckle Noise | 21.079 | 1.441 | 2.336 |
| Zoom Blur | 62.800 | 7.131 | 11.133 |
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