Remote Sensing Change Detection on WHUCD-MM
93.49F1-scoreS2M(DINOv3+LoRA)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S2M(DINOv3+LoRA)modality=S -> M2026.05 | 93.49 | 87.78 | 99.41 | 94.84 | 92.15 | |
| MC-DiSNetmodality=S2026.05 | 92.79 | 86.55 | 99.35 | 93.98 | 91.63 | |
| Changemambamodality=S2026.05 | 91.92 | 85.05 | 99.29 | 95.67 | 88.45 | |
| S2M(DINOv3)modality=S -> M2026.05 | 91.57 | 84.46 | 99.25 | 94.19 | 89.1 | |
| DDLNetmodality=S2026.05 | 90.97 | 83.44 | 99.19 | 92.87 | 89.15 | |
| CDxLSTMmodality=S2026.05 | 90.88 | 83.28 | 99.14 | 88.51 | 93.38 | |
| BITmodality=S2026.05 | 90.79 | 83.13 | 99.18 | 93.3 | 88.41 | |
| ChangeFormermodality=S2026.05 | 90.52 | 82.68 | 99.15 | 92.74 | 88.4 | |
| USSFCNetmodality=S2026.05 | 89.97 | 81.77 | 99.09 | 91.35 | 88.63 | |
| CDmambamodality=S2026.05 | 89.96 | 81.76 | 99.12 | 94.11 | 86.16 | |
| CDMaskmodality=S2026.05 | 89.62 | 81.19 | 99.04 | 89.2 | 90.04 | |
| RSmambamodality=S2026.05 | 88.76 | 79.8 | 99.01 | 92.51 | 85.31 | |
| STNetmodality=S2026.05 | 88.4 | 79.22 | 98.95 | 89.78 | 87.07 | |
| ChangeCLIPmodality=M2026.05 | 87.52 | 77.8 | 98.88 | 89.16 | 85.93 | |
| TextMCDmodality=M2026.05 | 85.63 | 74.87 | 98.61 | 81.7 | 89.96 | |
| LGPNetmodality=S2026.05 | 79.41 | 65.86 | 97.9 | 72.21 | 88.21 | |
| SNUNetmodality=S2026.05 | 77.57 | 63.36 | 97.77 | 71.98 | 84.1 |