RadBERT classification on AMOS-MM external n = 400 cases (test)
48.15Micro PrecisionLingshu-7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Lingshu-7BParameters=7B2026.05 | 48.15 | 3.42 | 6.39 | |
| MedGemma-27BParameters=27B2026.05 | 42.86 | 1.58 | 3.05 | |
| MedGemma-4BParameters=4B2026.05 | 40.7 | 9.21 | 15.02 | |
| Astra2026.05 | 40.51 | 42.11 | 41.29 | |
| HuluMed-7BParameters=7B2026.05 | 33.92 | 15.26 | 21.05 | |
| Gemini-32026.05 | 33.87 | 5.53 | 9.5 | |
| HuluMed-32BParameters=32B2026.05 | 29.49 | 16.84 | 21.44 | |
| M3D2026.05 | 22.3 | 8.68 | 12.5 | |
| HuluMed-14BParameters=14B2026.05 | 20.75 | 11.58 | 14.86 | |
| Lingshu-32BParameters=32B2026.05 | 19.85 | 6.84 | 10.18 | |
| RadFM2026.05 | 17.24 | 1.32 | 2.44 | |
| Qwen3-VL-8BParameters=8B2026.05 | 13.89 | 5.26 | 7.63 |