Change Detection on SYSU (+P) (Old Memory)
59.45Mem F1Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursType=Incremental Learning2026.07 | 59.45 | 46.47 | |
| MDINet (KD)Type=Incremental Learning2026.07 | 55.7 | 43.72 | |
| DSINetType=IL2026.07 | 55.64 | 43.59 | |
| MDINet (FT)Type=Incremental Learning2026.07 | 54.09 | 42.13 | |
| MDINet (KD)Type=IL, Protocol=KD2026.07 | 50.22 | 38.55 | |
| MDINet (FT)Type=IL, Protocol=FT2026.07 | 49.6 | 38.05 | |
| MDINet (FE)Type=Incremental Learning2026.07 | 46.72 | 35.14 | |
| ChangeMambaType=Mamba-based2026.07 | 43.11 | 30.57 | |
| FC-Siam-diffType=CNN-based2026.07 | 40.74 | 29.89 | |
| HANetType=CNN-based2026.07 | 40.56 | 29.48 | |
| TransWCD-pixelType=Transformer-based2026.07 | 39.65 | 28.27 | |
| ChangeMambaType=M2026.07 | 39.23 | 28.16 | |
| FC-Siam-concType=CNN-based2026.07 | 39.05 | 28.62 | |
| MDINet (FE)Type=IL, Protocol=FE2026.07 | 38.58 | 28.95 | |
| RSMambaType=Mamba-based2026.07 | 38.5 | 27.26 | |
| TransWCD-pixelType=T2026.07 | 37.85 | 26.93 | |
| LUNetType=CNN-based2026.07 | 37.73 | 27.39 | |
| ChangFormerV1Type=Transformer-based2026.07 | 35.99 | 25.5 | |
| ChangFormerV3Type=Transformer-based2026.07 | 34.38 | 24.04 | |
| CDNetType=CNN-based2026.07 | 34.33 | 24.94 | |
| RSMambaType=M2026.07 | 33.75 | 23.79 | |
| HANetType=C2026.07 | 32.11 | 22.72 | |
| FC-Siam-diffType=C2026.07 | 30.78 | 21.63 | |
| FC-Siam-concType=C2026.07 | 29.46 | 20.51 | |
| ChangFormerV2Type=Transformer-based2026.07 | 29.45 | 20.52 | |
| LUNetType=C2026.07 | 28.53 | 19.87 | |
| CDNetType=C2026.07 | 27.84 | 19.42 | |
| ChangFormerV1Type=T2026.07 | 25.78 | 18.11 | |
| ChangFormerV3Type=T2026.07 | 21.37 | 14.31 | |
| ChangFormerV2Type=T2026.07 | 16.93 | 11.32 |