Image-to-text retrieval on OpenI chest X-ray dataset (test)
94.8Accuracy@1BiomedCLIP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BiomedCLIPtraining_mode=pre-trained2026.01 | 94.8 | 84.5 | 98 | 83.2 | 98.3 | 82.7 | 98.8 | 82.2 | |
| Fine-tuned BiomedCLIPtraining_mode=fine-tuned2026.01 | 93.8 | 84.5 | 97.5 | 83.2 | 98.3 | 82.7 | 99 | 82.1 | |
| CLIPtraining_mode=zero-shot2026.01 | 83.8 | 81.9 | 93.8 | 81.4 | 94.5 | 81.3 | 96.8 | 81.1 |