Classification on CTRG-Chest n = 324 cases (external)
0.8Micro PrecisionMedGemma
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedGemmaParameter Count=4B2026.05 | 0.8 | 0.0285 | 0.055 | |
| Astra2026.05 | 0.6618 | 0.3203 | 0.4317 | |
| MedGemmaParameter Count=27B2026.05 | 0.625 | 0.0356 | 0.0673 | |
| LingshuParameter Count=7B2026.05 | 0.6154 | 0.1993 | 0.3011 | |
| HuluMedParameter Count=32B2026.05 | 0.5676 | 0.2989 | 0.3916 | |
| Gemini-32026.05 | 0.5529 | 0.1673 | 0.2568 | |
| LingshuParameter Count=32B2026.05 | 0.5062 | 0.1439 | 0.224 | |
| HuluMedParameter Count=14B2026.05 | 0.506 | 0.1495 | 0.2308 | |
| HuluMedParameter Count=7B2026.05 | 0.4615 | 0.1068 | 0.1734 | |
| RadFM2026.05 | 0.4483 | 0.0463 | 0.0839 | |
| M3D2026.05 | 0.4121 | 0.2669 | 0.324 | |
| Qwen3-VLParameter Count=8B2026.05 | 0.4 | 0.0702 | 0.1194 |