Change Detection on PRCV New Memory
79.34F1 ScoreOurs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursType=Incremental Learning2026.07 | 79.34 | 65.75 | |
| TransWCD-pixelType=Transformer-based2026.07 | 78.8 | 64.99 | |
| ChangFormerV2Type=Transformer-based2026.07 | 76.61 | 62.1 | |
| LUNetType=CNN-based2026.07 | 76.5 | 61.97 | |
| HANetType=CNN-based2026.07 | 75.33 | 60.42 | |
| MDINet (KD)Type=Incremental Learning2026.07 | 75.09 | 60.11 | |
| ChangFormerV3Type=Transformer-based2026.07 | 74.64 | 59.55 | |
| ChangFormerV1Type=Transformer-based2026.07 | 74.39 | 59.23 | |
| ChangeMambaType=Mamba-based2026.07 | 74.29 | 59.1 | |
| MDINet (FT)Type=Incremental Learning2026.07 | 74.03 | 58.77 | |
| RSMambaType=Mamba-based2026.07 | 73.18 | 57.7 | |
| FC-Siam-concType=CNN-based2026.07 | 72.14 | 56.42 | |
| MDINet (FE)Type=Incremental Learning2026.07 | 71.52 | 55.67 | |
| FC-Siam-diffType=CNN-based2026.07 | 71.09 | 55.14 | |
| CDNetType=CNN-based2026.07 | 67.76 | 51.24 |