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ResearchFormerly WizWand

Concept-based Classification on Derma

69F1 Score (Y)VH-CBM
41.9648.985663.02May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
VH-CBMBackbone=DINO, Supervision Level (%)=4.8%2026.05696692332
CBMSupervision Level (%)=100%2026.056865912841
CBMAnnotation percentage=100%, Annotation strategy=Random2026.056865912841
VH-CBMBackbone=CLIP, Supervision Level (%)=4.8%2026.05676788282
VH-CBMBackbone=DINO, Annotation percentage=4.8%, Annotation strategy=Random2026.05667091282
CBMSupervision Level (%)=4.8%2026.056556801540
CBMAnnotation percentage=4.8%, Annotation strategy=Random2026.056556801540
VH-CBMBackbone=CLIP, Annotation percentage=4.8%, Annotation strategy=Random2026.05636486232
LaBo2026.05574257486
LaBoAnnotation strategy=Random2026.05574257486
LF-CBM2026.05514256514
LF-CBMAnnotation strategy=Random2026.05514256514
VLG-CBM2026.05434250227
VLG-CBMAnnotation strategy=Random2026.05434250227