Change Detection on HTCD
96.44F1 ScoreUniRoute
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniRouteSetting=Unified, Params (M)=52.9, FLOPs (G)=35.5, Method Category=MCD2026.01 | 96.44 | 93.13 | |
| AFENetSetting=Indiv., Params (M)=39.7, FLOPs (G)=99.6, Method Category=MCD2026.01 | 95.73 | 91.82 | |
| Ensemble of Best SpecialistsSetting=Indiv., Params (M)=132.1, FLOPs (G)=332.7, Method Category=MCD2026.01 | 95.73 | 91.82 | |
| HeteCDSetting=Indiv., Params (M)=50.2, FLOPs (G)=58.2, Method Category=MCD2026.01 | 94.34 | 89.3 | |
| HRSICDSetting=Indiv., Params (M)=20.5, FLOPs (G)=89.3, Method Category=MCD2026.01 | 93.11 | 87.1 | |
| ChangeMambaSetting=Indiv., Params (M)=84.7, FLOPs (G)=179.3, Method Category=BCD2026.01 | 92.54 | 86.12 | |
| Bi-DiffCDSetting=Indiv., Params (M)=68.3, FLOPs (G)=76.5, Method Category=MCD2026.01 | 92.54 | 86.12 | |
| LWGANetSetting=Indiv., Params (M)=16.1, FLOPs (G)=22.1, Method Category=BCD2026.01 | 92.21 | 85.55 | |
| CSViGSetting=Indiv., Params (M)=38, FLOPs (G)=203, Method Category=BCD2026.01 | 91.16 | 83.76 | |
| LGCANetSetting=Indiv., Params (M)=31, FLOPs (G)=56.6, Method Category=BCD2026.01 | 90.9 | 83.52 | |
| AFENetSetting=Unified, Params (M)=39.7, FLOPs (G)=99.6, Method Category=MCD2026.01 | 88.62 | 79.56 | |
| ChangeMambaSetting=Unified, Params (M)=84.7, FLOPs (G)=179.3, Method Category=BCD2026.01 | 87.43 | 77.66 | |
| LWGANetSetting=Unified, Params (M)=16.1, FLOPs (G)=22.1, Method Category=BCD2026.01 | 86.84 | 76.75 | |
| HeteCDSetting=Unified, Params (M)=50.2, FLOPs (G)=58.2, Method Category=MCD2026.01 | 86.62 | 76.4 | |
| HRSICDSetting=Unified, Params (M)=20.5, FLOPs (G)=89.3, Method Category=MCD2026.01 | 85.23 | 74.26 | |
| CSViGSetting=Unified, Params (M)=31, FLOPs (G)=203, Method Category=BCD2026.01 | 85.01 | 73.93 | |
| LGCANetSetting=Unified, Params (M)=31, FLOPs (G)=56.6, Method Category=BCD2026.01 | 84.75 | 73.53 | |
| Bi-DiffCDSetting=Unified, Params (M)=68.3, FLOPs (G)=76.5, Method Category=MCD2026.01 | 84.68 | 73.42 |