Change Detection on SYSU (Base Memory)
81.56F1 ScoreOurs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursType=Incremental Learning2026.07 | 81.56 | 68.85 | |
| ChangeMambaType=Mamba-based2026.07 | 80.58 | 67.48 | |
| RSMambaType=Mamba-based2026.07 | 80.26 | 67.02 | |
| TransWCD-pixelType=Transformer-based2026.07 | 80.04 | 66.72 | |
| ChangFormerV3Type=Transformer-based2026.07 | 79.18 | 65.53 | |
| ChangFormerV1Type=Transformer-based2026.07 | 78.26 | 64.28 | |
| HANetType=CNN-based2026.07 | 77.46 | 63.21 | |
| ChangFormerV2Type=Transformer-based2026.07 | 76.47 | 61.9 | |
| MDINet (FE)Type=Incremental Learning2026.07 | 76.43 | 61.85 | |
| FC-Siam-diffType=CNN-based2026.07 | 75.99 | 61.28 | |
| LUNetType=CNN-based2026.07 | 75.48 | 60.61 | |
| FC-Siam-concType=CNN-based2026.07 | 74.86 | 59.82 | |
| CDNetType=CNN-based2026.07 | 72.87 | 57.32 |