Change Detection on SYSU +C (Old Memory)
70.21Memory F1Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursType=Incremental Learning2026.07 | 70.21 | 58.26 | |
| MDINet (KD)Type=Incremental Learning2026.07 | 63.29 | 51.58 | |
| MDINet (FT)Type=Incremental Learning2026.07 | 61.58 | 49.76 | |
| MDINet (FE)Type=Incremental Learning2026.07 | 52.24 | 40.33 | |
| ChangeMambaType=Mamba-based2026.07 | 46.75 | 34.39 | |
| RSMambaType=Mamba-based2026.07 | 45.59 | 33.41 | |
| FC-Siam-concType=CNN-based2026.07 | 44.95 | 33.81 | |
| FC-Siam-diffType=CNN-based2026.07 | 43.24 | 32.08 | |
| TransWCD-pixelType=Transformer-based2026.07 | 43.12 | 31.26 | |
| HANetType=CNN-based2026.07 | 42.33 | 31.45 | |
| LUNetType=CNN-based2026.07 | 39.22 | 29.32 | |
| CDNetType=CNN-based2026.07 | 37.92 | 27.97 | |
| ChangFormerV1Type=Transformer-based2026.07 | 31.45 | 22.16 | |
| ChangFormerV3Type=Transformer-based2026.07 | 26.15 | 18.27 | |
| ChangFormerV2Type=Transformer-based2026.07 | 21.87 | 15.19 |