Object Detection on MedVision Anatomy 18 regions V0
81.3RecallMedVision-V0
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MedVision-V0Number of Parameters=7B2025.11 | 81.3 | 80.4 | 79.1 | 72 | 100 | 80.1 | |
| Qwen2.5-VLNumber of Parameters=7B2025.11 | 69.6 | 12.2 | 16.7 | 11.3 | 99.3 | 5.6 | |
| MedGemmaNumber of Parameters=4B2025.11 | 68.6 | 14.6 | 18.5 | 12.4 | 98.2 | 6.4 | |
| MedGemmaNumber of Parameters=27B2025.11 | 56.4 | 15.5 | 18.8 | 12.7 | 97.1 | 6.6 | |
| MedDrNumber of Parameters=40B2025.11 | 53.2 | 11.1 | 14.6 | 9.6 | 96.2 | 4.1 | |
| Qwen2.5-VLNumber of Parameters=32B2025.11 | 44.8 | 14.9 | 18.4 | 12.5 | 100 | 6.3 | |
| Llama3.2-VisionNumber of Parameters=11B2025.11 | 41.9 | 8.6 | 10.7 | 7.1 | 70.1 | 2.5 | |
| LingshuNumber of Parameters=32B2025.11 | 37.4 | 20.2 | 20.2 | 13.7 | 100 | 6.7 | |
| Gemma3Number of Parameters=27B2025.11 | 37.1 | 12.4 | 14.9 | 10.1 | 100 | 4.6 | |
| LLava-OneVisionNumber of Parameters=72B2025.11 | 34.9 | 19 | 18.1 | 11.8 | 100 | 2.4 | |
| InternVL3Number of Parameters=38B2025.11 | 31.1 | 17 | 17.2 | 11.5 | 100 | 5.3 | |
| HealthGPT-L14Number of Parameters=14B2025.11 | 27.3 | 19.4 | 14.9 | 9.5 | 92 | 1.7 | |
| HuatuoGPT-VisionNumber of Parameters=34B2025.11 | 21.2 | 14.1 | 12.3 | 8 | 80 | 2.2 |