Concept Faithfulness on HAM10000 (val)
100AccuracyLAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LADCLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=ConvNeXt-Small, PGD steps=1502026.07 | 100 | 98 | 41.8 | |
| FACECLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=ConvNeXt-Small, PGD steps=1502026.07 | 99 | 79 | 25.4 | |
| CRAFTCLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=ConvNeXt-Small, PGD steps=1502026.07 | 98 | 94 | 36.6 |