Post-flood water mapping on C2S-MS Floods (test)
86.47IoUSMAGNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMAGNetData Modality=Multimodal (SAR + MSI)2025.12 | 86.47 | 93.05 | 92.45 | 97.73 | |
| MFGFUnetData Modality=Multimodal (SAR + MSI)2025.12 | 85.96 | 92.84 | 92.07 | 97.63 | |
| MCANetData Modality=Multimodal (SAR + MSI)2025.12 | 85.48 | 92.47 | 91.87 | 97.54 | |
| U-NetData Modality=Multimodal2025.12 | 84.96 | 92.88 | 90.88 | 97.47 | |
| CMFNetData Modality=Multimodal (Optical + DSM)2025.12 | 84.95 | 92.31 | 91.43 | 97.45 | |
| CMGFNetData Modality=Multimodal (Optical + DSM)2025.12 | 84.7 | 94.85 | 88.78 | 97.48 | |
| DeepLabV3+Data Modality=Multimodal2025.12 | 84.48 | 92.04 | 91.14 | 97.37 | |
| U-Net++Data Modality=Multimodal2025.12 | 84.41 | 92.75 | 90.36 | 97.37 | |
| FPNData Modality=Multimodal2025.12 | 84.25 | 91.1 | 91.8 | 97.3 | |
| FTransUNetData Modality=Multimodal2025.12 | 83.93 | 92.19 | 90.34 | 97.28 | |
| FuseNetData Modality=Multimodal2025.12 | 83.4 | 92.95 | 89.03 | 97.21 | |
| VFuseNetData Modality=Multimodal2025.12 | 83.33 | 92.98 | 88.92 | 97.2 | |
| PSPNetData Modality=Multimodal2025.12 | 82.65 | 90.83 | 90.19 | 97.02 | |
| U-Net (SAR)Data Modality=SAR only2025.12 | 79.65 | 90.81 | 86.64 | 96.52 |