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Concept Leakage Robustness on xView

0Proportion of Irrelevant Concepts SelectedHCBM
-2.3213.342944.66May 22, 2026

Evaluation results

MethodLinks
HCBMNEC=5, Aggregation=TreeHFD2026.050
HCBMNEC=10, Aggregation=TreeHFD2026.050.4
HCBMNEC=5, Aggregation=EBM2026.054
HCBMNEC=10, Aggregation=EBM2026.059
Linear CBMNEC=102026.0556
Linear CBMNEC=52026.0558