Semantic Segmentation on WHU-OPT-SAR (test)
67.55Farmland AccuracyBaseline (Concat)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Baseline (Concat)Training Modality=S+O, Testing Modality=S+O2026.01 | 67.55 | 57.51 | 48.83 | 61.5 | 73.84 | 37 | 17.01 | 51.89 | 66.17 | |
| Baseline-OPTTraining Modality=O, Testing Modality=O2026.01 | 65.76 | 55.93 | 49.23 | 59.1 | 76.39 | 43.44 | 9.44 | 51.33 | 65.84 | |
| DisOptNetTraining Modality=S+O, Testing Modality=S2026.01 | 34.81 | 31.27 | 19.5 | 41.81 | 57.63 | 11.82 | 15.55 | 30.34 | 44.03 | |
| DH-ADNetTraining Modality=S+O, Testing Modality=S2026.01 | 34.81 | 30.62 | 20.6 | 41.32 | 56.23 | 12.67 | 15.5 | 30.26 | 44.35 | |
| RobustSAMTraining Modality=S+O, Testing Modality=S2026.01 | 34.16 | 32.52 | 15.41 | 48.5 | 13.79 | 1.95 | 12.19 | 22.64 | 34.61 | |
| MMANetTraining Modality=S+O, Testing Modality=S2026.01 | 34.12 | 34.17 | 24.36 | 45.15 | 44.76 | 15.63 | 9.88 | 29.72 | 41.67 | |
| MetaRSTraining Modality=S+O, Testing Modality=S2026.01 | 33.75 | 34.74 | 20.93 | 51.83 | 59.09 | 16.85 | 8.61 | 32.26 | 45.04 | |
| STARSTraining Modality=S+O, Testing Modality=S2026.01 | 33.71 | 39.97 | 21.37 | 54.39 | 62.71 | 17.41 | 8.91 | 34.07 | 46.68 | |
| Baseline-SARTraining Modality=S, Testing Modality=S2026.01 | 33.68 | 26.49 | 10.06 | 53.21 | 45.87 | 12.64 | 14.86 | 28.12 | 41.32 | |
| ShaSpecTraining Modality=S+O, Testing Modality=S2026.01 | 33.43 | 35 | 24 | 45.03 | 46.36 | 15.42 | 7.83 | 29.58 | 41.61 | |
| Fine-tuningTraining Modality=O, Testing Modality=S2026.01 | 33.11 | 31.83 | 21.85 | 41.18 | 58.74 | 12.51 | 14.06 | 30.47 | 44.34 | |
| DMNetTraining Modality=S+O, Testing Modality=S2026.01 | 32.09 | 19.69 | 13.45 | 50.21 | 53.48 | 11.92 | 10.1 | 27.28 | 39.4 |