Change Detection on LEVIR-CD, WHU-CD, HTCD, MT-Wuhan, XiongAn Average
85.1Avg F1 ScoreUniRoute
Evaluation results
| Method | Links | |
|---|---|---|
| UniRouteSetting=Unified, Params (M)=52.9, FLOPs (G)=35.5, Method Category=MCD2026.01 | 85.1 | |
| Ensemble of Best SpecialistsSetting=Indiv., Params (M)=132.1, FLOPs (G)=332.7, Method Category=MCD2026.01 | 84.76 | |
| AFENetSetting=Indiv., Params (M)=39.7, FLOPs (G)=99.6, Method Category=MCD2026.01 | 83.55 | |
| LWGANetSetting=Indiv., Params (M)=16.1, FLOPs (G)=22.1, Method Category=BCD2026.01 | 83.03 | |
| HeteCDSetting=Indiv., Params (M)=50.2, FLOPs (G)=58.2, Method Category=MCD2026.01 | 82.92 | |
| ChangeMambaSetting=Indiv., Params (M)=84.7, FLOPs (G)=179.3, Method Category=BCD2026.01 | 82.6 | |
| HRSICDSetting=Indiv., Params (M)=20.5, FLOPs (G)=89.3, Method Category=MCD2026.01 | 82.16 | |
| Bi-DiffCDSetting=Indiv., Params (M)=68.3, FLOPs (G)=76.5, Method Category=MCD2026.01 | 81.52 | |
| LGCANetSetting=Indiv., Params (M)=31, FLOPs (G)=56.6, Method Category=BCD2026.01 | 81.25 | |
| CSViGSetting=Indiv., Params (M)=38, FLOPs (G)=203, Method Category=BCD2026.01 | 80.64 | |
| AFENetSetting=Unified, Params (M)=39.7, FLOPs (G)=99.6, Method Category=MCD2026.01 | 80.46 | |
| ChangeMambaSetting=Unified, Params (M)=84.7, FLOPs (G)=179.3, Method Category=BCD2026.01 | 79.99 | |
| LWGANetSetting=Unified, Params (M)=16.1, FLOPs (G)=22.1, Method Category=BCD2026.01 | 79.96 | |
| HeteCDSetting=Unified, Params (M)=50.2, FLOPs (G)=58.2, Method Category=MCD2026.01 | 79.91 | |
| HRSICDSetting=Unified, Params (M)=20.5, FLOPs (G)=89.3, Method Category=MCD2026.01 | 79.53 | |
| CSViGSetting=Unified, Params (M)=31, FLOPs (G)=203, Method Category=BCD2026.01 | 78.61 | |
| Bi-DiffCDSetting=Unified, Params (M)=68.3, FLOPs (G)=76.5, Method Category=MCD2026.01 | 78.54 | |
| LGCANetSetting=Unified, Params (M)=31, FLOPs (G)=56.6, Method Category=BCD2026.01 | 77.87 |