Distance Measurement on Ceph-Bio-400 Distance (1000 samples)
3.4MAEMedVision-V0
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedVision-V0Number of Parameters=7B2025.11 | 3.4 | 5.4 | 100 | 85.3 | |
| HealthGPT-L14Number of Parameters=14B2025.11 | 19.5 | 29.7 | 95.6 | 24.1 | |
| MedGemmaNumber of Parameters=27B2025.11 | 28.8 | 48 | 33.5 | 4.7 | |
| MedDrNumber of Parameters=40B2025.11 | 110.1 | 175.4 | 60.4 | 5 | |
| LingshuNumber of Parameters=32B2025.11 | 214.4 | 257.6 | 100 | 23.5 | |
| Qwen2.5-VLNumber of Parameters=32B2025.11 | 594.7 | 1,022.1 | 8.7 | 0.5 | |
| LLaVA-OneVisionNumber of Parameters=72B2025.11 | 660.4 | 1,084.9 | 99.9 | 6.4 | |
| Llama3.2-VisionNumber of Parameters=11B2025.11 | 1,726.6 | 2,948.5 | 17.1 | 0.3 | |
| Gemma3Number of Parameters=27B2025.11 | 5,563.4 | 7,261.7 | 98.4 | 13.5 | |
| HuatuoGPT-VisionNumber of Parameters=34B2025.11 | 9,607.1 | 18,392.7 | 75.3 | 4.1 | |
| InternVL3Number of Parameters=38B2025.11 | 14,900.1 | 20,754.9 | 99.7 | 6.7 | |
| MedGemmaNumber of Parameters=4B2025.11 | 16,767.3 | 27,429.4 | 95.4 | 0.1 | |
| Qwen2.5-VLNumber of Parameters=7B2025.11 | 68,610.5 | 101,639.4 | 100 | 0.5 |