Change Detection on CDD (New Memory)
0.8472F1 ScoreTransWCD-pixel
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TransWCD-pixelType=Transformer-based2026.07 | 0.8472 | 0.7396 | |
| OursType=Incremental Learning2026.07 | 0.8367 | 0.7193 | |
| ChangFormerV2Type=Transformer-based2026.07 | 0.8338 | 0.7165 | |
| ChangFormerV1Type=Transformer-based2026.07 | 0.8317 | 0.7129 | |
| MDINet (KD)Type=Incremental Learning2026.07 | 0.8303 | 0.7103 | |
| MDINet (FT)Type=Incremental Learning2026.07 | 0.8221 | 0.698 | |
| RSMambaType=Mamba-based2026.07 | 0.8164 | 0.6921 | |
| LUNetType=CNN-based2026.07 | 0.8075 | 0.6773 | |
| ChangFormerV3Type=Transformer-based2026.07 | 0.8006 | 0.6677 | |
| HANetType=CNN-based2026.07 | 0.7967 | 0.6622 | |
| MDINet (FE)Type=Incremental Learning2026.07 | 0.796 | 0.661 | |
| ChangeMambaType=Mamba-based2026.07 | 0.7831 | 0.6433 | |
| FC-Siam-diffType=CNN-based2026.07 | 0.7715 | 0.6273 | |
| FC-Siam-concType=CNN-based2026.07 | 0.7516 | 0.6028 | |
| CDNetType=CNN-based2026.07 | 0.7165 | 0.5579 |