Chest X-ray classification on CXR14 OOD
50.1Macro F1MedGemma 4B
Evaluation Results
| Method | Links | |
|---|---|---|
| MedGemma 4BModel size category=Small Models, Evaluation protocol=zero-shot2025.07 | 50.1 | |
| Med-GeminiModel size category=SOTA VLM, Evaluation protocol=zero-shot2025.07 | 46.7 | |
| Gemini v2.5 ProModel size category=Large Models, Evaluation protocol=zero-shot2025.07 | 39.2 | |
| Gemini v2.5 FlashModel size category=Large Models, Evaluation protocol=zero-shot2025.07 | 36.6 | |
| Gemma 3 4BModel size category=Small Models, Evaluation protocol=zero-shot2025.07 | 32 | |
| o3Model size category=Large Models, Evaluation protocol=zero-shot2025.07 | 32 | |
| Gemma 3 27BModel size category=Small Models, Evaluation protocol=zero-shot2025.07 | 31.4 |