Concept faithfulness on ODIR-5K retinal fundus mean over four disease classes
100AccuracyLAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LADBackbone=DenseNet-121, Input Resolution=448, Feature Extractor=BiomedCLIP2026.07 | 100 | 98 | 95.4 | |
| CRAFTBackbone=DenseNet-121, Input Resolution=448, Feature Extractor=BiomedCLIP2026.07 | 100 | 98 | 85 | |
| FACEBackbone=DenseNet-121, Input Resolution=448, Feature Extractor=BiomedCLIP2026.07 | 99 | 98 | 86.3 | |
| ICEBackbone=DenseNet-121, Input Resolution=448, Feature Extractor=BiomedCLIP2026.07 | 99 | 98 | 45.5 |