Disease classification on Open-I (test)
0.861POS AUCCARZero
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CARZeroSetting=Zero-shot2026.01 | 0.861 | 0.393 | 0.842 | |
| CARZeroSetting=Bi-MCQ-Fine-tuning2026.01 | 0.858 | 0.859 | 0.859 | |
| KADSetting=Zero-shot2026.01 | 0.835 | 0.18 | 0.602 | |
| KADSetting=Bi-MCQ-Fine-tuning2026.01 | 0.789 | 0.776 | 0.785 | |
| MedKLIPSetting=Bi-MCQ-Fine-tuning2026.01 | 0.776 | 0.773 | 0.777 | |
| MedKLIPSetting=Zero-shot2026.01 | 0.738 | 0.313 | 0.593 |