Land Cover Classification on San Francisco L-band AIRSAR 1989 (test)
86.74Bare Soil AccuracyWaveletCNN
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| WaveletCNN2026.05 | 86.74 | 89.45 | 99.3 | 92.68 | 67 | 93.33 | 87.03 | 89.61 | |
| HybridRVNetDescription=Real-valued variation of proposed network2026.05 | 86.33 | 94.1 | 98.76 | 95.63 | 81.27 | 95.68 | 91.21 | 93.27 | |
| 3D-CNN2026.05 | 85.5 | 92.48 | 99.18 | 96.56 | 75.71 | 95.74 | 89.89 | 93.34 | |
| ViT2026.05 | 79.96 | 88.77 | 99.06 | 97.4 | 64.66 | 94.92 | 85.97 | 91.99 | |
| HybridCVNetDescription=Proposed complex-valued network2026.05 | 78.8 | 97.72 | 99.54 | 98.82 | 91.76 | 98.21 | 93.32 | 97.2 | |
| PolSARFormer2026.05 | 75.29 | 90.93 | 99.33 | 96.25 | 76.88 | 95.44 | 87.73 | 92.86 | |
| swin2026.05 | 68.16 | 88.85 | 99.02 | 95.8 | 60.76 | 93.76 | 82.51 | 90.18 |