RadBERT classification on Inspect n=1,000 cases
49.26Micro PrecisionLLaVA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLaVA2026.05 | 49.26 | 33.76 | 40.06 | |
| Astra2026.05 | 48.44 | 48.08 | 48.25 | |
| R2GenGPT2026.05 | 44.14 | 39.43 | 41.65 | |
| Gemini-32026.05 | 26.93 | 41.53 | 32.67 | |
| Qwen3-VLParameters=8B2026.05 | 26.9 | 22.84 | 24.71 | |
| LingshuParameters=32B2026.05 | 23.67 | 19.09 | 21.14 | |
| MedGemmaParameters=27B2026.05 | 21.98 | 2.7 | 4.81 | |
| HuluMedParameters=14B2026.05 | 21.8 | 23.23 | 22.49 | |
| MedGemmaParameters=4B2026.05 | 19.39 | 2.16 | 3.89 | |
| M3D2026.05 | 18.83 | 14.58 | 16.44 | |
| RadFM2026.05 | 18.14 | 10.4 | 13.22 | |
| LingshuParameters=7B2026.05 | 16.81 | 10.8 | 13.15 | |
| HuluMedParameters=7B2026.05 | 16.78 | 21.07 | 18.68 | |
| HuluMedParameters=32B2026.05 | 14.87 | 40.04 | 21.69 |