Remote Sensing Change Detection on LEVIRCD-MM
90.98F1 ScoreS2M(DINOv3)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S2M(DINOv3)modality=S -> M2026.05 | 90.98 | 83.46 | 99.08 | 90.53 | 91.45 | |
| CDxLSTMmodality=S2026.05 | 90.92 | 83.35 | 99.08 | 91.54 | 90.3 | |
| S2M(DINOv3+LoRA)modality=S -> M2026.05 | 90.79 | 83.46 | 99.06 | 90.52 | 91.06 | |
| LGPNetmodality=S2026.05 | 90.74 | 83.06 | 99.06 | 90.8 | 90.69 | |
| MC-DiSNetmodality=S2026.05 | 90.72 | 83.02 | 99.06 | 90.94 | 90.5 | |
| STNetmodality=S2026.05 | 90.64 | 82.88 | 99.05 | 91.4 | 89.89 | |
| Changemambamodality=S2026.05 | 90.43 | 82.54 | 99.03 | 91.12 | 89.76 | |
| ChangeFormermodality=S2026.05 | 90.4 | 82.48 | 99.04 | 91.67 | 89.15 | |
| CDMaskmodality=S2026.05 | 90.3 | 82.32 | 99.02 | 91 | 89.61 | |
| SNUNetmodality=S2026.05 | 90.27 | 82.27 | 99.01 | 90.59 | 89.96 | |
| BITmodality=S2026.05 | 90.23 | 82.19 | 99.01 | 90.34 | 90.11 | |
| DDLNetmodality=S2026.05 | 90.14 | 82.05 | 99.01 | 91.12 | 89.18 | |
| ChangeCLIPmodality=M2026.05 | 89.9 | 81.65 | 98.97 | 89.69 | 90.1 | |
| TextMCDmodality=M2026.05 | 89.79 | 80.64 | 98.89 | 89.58 | 90.02 | |
| CDmambamodality=S2026.05 | 89.74 | 81.39 | 98.96 | 90.31 | 89.18 | |
| RSmambamodality=S2026.05 | 89.61 | 81.18 | 98.95 | 90.35 | 88.89 | |
| USSFCNetmodality=S2026.05 | 88.99 | 80.17 | 98.86 | 87.77 | 90.25 |