Histopathology Image Classification on PathMCQA
71.6AccuracyMedGemma 1
Evaluation results
| Method | Links | |
|---|---|---|
| MedGemma 1Model Scale=27B, Temperature=0.02026.04 | 71.6 | |
| MedGemma 1.5Model Scale=4B, Temperature=0.02026.04 | 70 | |
| MedGemma 4BScale=Small Models, Task Formulation=zero-shot, multiple choice2025.07 | 69.8 | |
| MedGemma 1Model Scale=4B, Temperature=0.02026.04 | 69.8 | |
| Gemini 3 FlashTemperature=default2026.04 | 59.3 | |
| Gemini 3 ProTemperature=default2026.04 | 59.1 | |
| Gemini v2.5 FlashScale=Large Models, Task Formulation=zero-shot, multiple choice2025.07 | 46.9 | |
| Gemini v2.5 ProScale=Large Models, Task Formulation=zero-shot, multiple choice2025.07 | 42.7 | |
| Gemma 3 27BScale=Small Models, Task Formulation=zero-shot, multiple choice2025.07 | 42.2 | |
| Qwen3 VLModel Scale=4B, Temperature=default2026.04 | 41.8 | |
| Gemma 3 4BScale=Small Models, Task Formulation=zero-shot, multiple choice2025.07 | 37.1 |