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
March 7, 2025, 12:32 p.m. — Public
đŸ’¡ submitted by spring team | X. Cheng, Y. Zhong, M. Harandi, Y. Dai, X. Chang, H. Li, T. Drummond, and Z. Ge. "Hierarchical Neural Architecture Search for Deep Stereo Matching." In NeurIPS, 2020.
| 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+ |
|---|---|---|---|---|---|---|---|---|---|
| 47.496 | 47.429 | 51.562 | 45.766 | 81.844 | 44.063 | 99.669 | 78.982 | 31.228 | 36.339 |
| 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+ |
| 6.145 | 6.112 | 8.080 | 5.392 | 21.080 | 2.893 | 55.566 | 13.823 | 1.864 | 4.357 |
| 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+ |
| 17.163 | 17.103 | 20.756 | 15.134 | 57.438 | 11.781 | 98.954 | 32.624 | 9.798 | 9.824 |
| 1px total |
Abs total |
D1 total |
|---|---|---|
| 50.020 | 8.240 | 14.040 |
| Corruption | 1px | Abs | D1 |
|---|---|---|---|
| Brightness | 11.570 | 2.020 | 3.730 |
| Contrast | 18.230 | 2.860 | 5.630 |
| Saturate | 13.570 | 3.050 | 4.640 |
| Defocus Blur | 29.310 | 3.260 | 5.210 |
| Gaussian Blur | 48.950 | 3.680 | 5.540 |
| Glass Blur | 70.010 | 4.790 | 6.360 |
| Motion Blur | 20.040 | 2.440 | 4.770 |
| Zoom Blur | 74.920 | 8.840 | 16.830 |
| Gaussian Noise | 65.130 | 15.230 | 24.530 |
| Impulse Noise | 69.030 | 17.240 | 25.470 |
| Speckle Noise | 66.230 | 15.680 | 24.310 |
| Shot Noise | 64.060 | 14.290 | 22.950 |
| Pixelate | 57.190 | 3.720 | 4.830 |
| JPEG Compression | 68.220 | 5.630 | 7.970 |
| Elastic Transform | 93.400 | 7.160 | 8.900 |
| Fog | 23.360 | 8.180 | 12.900 |
| Frost | 53.980 | 12.370 | 23.890 |
| Rain | 65.450 | 12.540 | 28.620 |
| Snow | 52.160 | 13.880 | 29.400 |
| Spatter | 35.540 | 7.930 | 14.240 |
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