Concept Faithfulness on Retinal fundus ODIR-5K (val)
100AccuracyLAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LADCLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=DenseNet-121, PGD steps=2502026.07 | 100 | 98 | 95.4 | |
| CRAFTCLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=DenseNet-121, PGD steps=2502026.07 | 100 | 98 | 85 | |
| FACECLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=DenseNet-121, PGD steps=2502026.07 | 99 | 98 | 86.3 | |
| ICECLIP model=BiomedCLIP, Rank (r)=25, Probe grid size=14×14, Backbone=DenseNet-121, PGD steps=2502026.07 | 99 | 98 | 45.5 |