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Concept Leakage Robustness on RESISC45

4Irrelevant Concept Selection ProportionHCBM
1.617.83450.2May 22, 2026

Evaluation results

MethodLinks
HCBMNEC=5, Aggregation=TreeHFD2026.054
HCBMNEC=10, Aggregation=TreeHFD2026.0513
Linear CBMNEC=52026.0541
Linear CBMNEC=102026.0549
HCBMNEC=10, Aggregation=EBM2026.0562
HCBMNEC=5, Aggregation=EBM2026.0564