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
Oct. 1, 2026, 9:02 a.m. — Public
Fixed 8-candidate Tile Global selection, overlap 0.7, FP16. Clean: forward-only AMP; corruptions: whole-call AMP on different GPUs. This numerical-scope difference is retained; exact matched-setting eligibility is not claimed.
| 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+ |
|---|---|---|---|---|---|---|---|---|---|
| 7.283 | 6.963 | 26.589 | 6.081 | 31.151 | 7.511 | 3.819 | 3.046 | 7.874 | 13.558 |
| 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+ |
| 0.474 | 0.454 | 1.624 | 0.378 | 2.371 | 0.474 | 0.474 | 0.256 | 0.461 | 0.923 |
| 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+ |
| 2.725 | 2.675 | 5.693 | 2.128 | 14.568 | 2.778 | 1.908 | 1.279 | 3.753 | 2.397 |
| 1px total |
Abs total |
D1 total |
|---|---|---|
| 21.162 | 2.040 | 3.903 |
| Corruption | 1px | Abs | D1 |
|---|---|---|---|
| Brightness | 2.164 | 0.193 | 0.267 |
| Contrast | 5.608 | 0.390 | 0.582 |
| Defocus Blur | 3.150 | 0.324 | 0.386 |
| Elastic Transform | 56.878 | 1.586 | 0.528 |
| Fog | 6.437 | 0.565 | 0.649 |
| Frost | 32.256 | 6.555 | 15.589 |
| Gaussian Blur | 3.965 | 0.394 | 0.490 |
| Gaussian Noise | 20.082 | 1.310 | 2.063 |
| Glass Blur | 3.670 | 0.390 | 0.412 |
| Impulse Noise | 23.888 | 1.760 | 2.772 |
| JPEG Compression | 39.967 | 3.066 | 4.260 |
| Motion Blur | 7.630 | 1.065 | 1.708 |
| Pixelate | 11.331 | 0.723 | 0.507 |
| Rain | 35.004 | 3.403 | 7.645 |
| Saturate | 2.265 | 0.199 | 0.296 |
| Shot Noise | 18.213 | 1.141 | 1.698 |
| Snow | 34.587 | 4.348 | 11.253 |
| Spatter | 33.856 | 5.837 | 15.151 |
| Speckle Noise | 19.113 | 1.181 | 1.636 |
| Zoom Blur | 63.183 | 6.375 | 10.167 |
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