SAR-to-optical Image Matching on MultiSenGE (test)
0.0001SRSIFT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SIFTTransformation technique=None2026.02 | 0.0001 | 12.78 | 51 | 126.6 | 15.3 | 10 | 0.007 | 0.09 | |
| SIFTTransformation technique=Ours-12026.02 | 0.0001 | 14.16 | 78 | 97.8 | 1.2 | 20 | 0.17 | 0.41 | |
| RIFT2Transformation technique=Pix2pix2026.02 | 0.008 | 25.4 | 56 | 26.5 | 7.7 | 250 | 0.33 | 1.88 | |
| RoMaTransformation technique=None2026.02 | 0.01 | 16.52 | 30 | 155.6 | 4,096 | 1,230 | 0.003 | 2.04 | |
| SIFTTransformation technique=LSGAN2026.02 | 0.01 | 14.17 | 50 | 112.5 | 3.9 | 40 | 0.09 | 0.63 | |
| RIFT2Transformation technique=LSGAN2026.02 | 0.014 | 24.22 | 53 | 33.7 | 9 | 300 | 0.33 | 1.88 | |
| SIFTTransformation technique=Pix2pix2026.02 | 0.02 | 17.5 | 48 | 100.5 | 5.2 | 70 | 0.13 | 0.99 | |
| RIFT2Transformation technique=None2026.02 | 0.03 | 22.13 | 32 | 63.2 | 29.5 | 380 | 0.13 | 1.76 | |
| RoMaTransformation technique=LSGAN2026.02 | 0.03 | 13.69 | 22 | 143.8 | 4,096 | 8,190 | 0.02 | 2.13 | |
| DeDoDeTransformation technique=None2026.02 | 0.26 | 20.02 | 14 | 88.6 | 152.7 | 1,370 | 0.09 | 2.71 | |
| RoMaTransformation technique=Pix2pix2026.02 | 0.28 | 13.37 | 23 | 99.5 | 4,096 | 49,150 | 0.12 | 2.68 | |
| RIFT2Transformation technique=Ours-12026.02 | 0.31 | 17.68 | 31 | 35.5 | 83.9 | 2,520 | 0.3 | 2.56 | |
| DeDoDeTransformation technique=LSGAN2026.02 | 0.6 | 10.26 | 26 | 61.2 | 229.2 | 5,960 | 0.26 | 2.42 | |
| RIFT2Transformation technique=Ours-22026.02 | 0.67 | 14.3 | 31 | 17.3 | 17.3 | 800 | 0.46 | 2.77 | |
| RoMaTransformation technique=Ours-12026.02 | 0.69 | 3.51 | 60 | 41.6 | 4,096 | 200,700 | 0.49 | 1.68 | |
| SIFTTransformation technique=Ours-22026.02 | 0.74 | 7.13 | 68 | 21 | 20.1 | 1,510 | 0.75 | 1.76 | |
| DeDoDeTransformation technique=Pix2pix2026.02 | 0.93 | 7.28 | 26 | 26.4 | 400 | 17,200 | 0.43 | 2.65 | |
| RoMaTransformation technique=Ours-22026.02 | 0.97 | 1.56 | 85 | 6.7 | 4,096 | 372,740 | 0.91 | 1.12 | |
| DeDoDeTransformation technique=Ours-12026.02 | 0.99 | 3.01 | 51 | 7.4 | 553.1 | 40,930 | 0.74 | 2.06 | |
| DeDoDeTransformation technique=Ours-22026.02 | 0.996 | 1.96 | 68 | 3.6 | 877 | 77,180 | 0.88 | 1.67 | |
| RoMa (trained)Transformation technique=Ours-22026.02 | 0.999 | 0.85 | 94 | 1 | 4,096 | 408,370 | 0.997 | 0.95 |