Object Detection on MedVision Tumor/Lesion (8 regions) V0
77.6RecallMedGemma
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MedGemmaNumber of Parameters=4B2025.11 | 77.6 | 4.4 | 7.4 | 4.2 | 99.1 | 0 | |
| Qwen2.5-VLNumber of Parameters=7B2025.11 | 77.4 | 3.8 | 6.5 | 3.6 | 99.6 | 0 | |
| MedDrNumber of Parameters=40B2025.11 | 63.2 | 3.7 | 6.2 | 3.5 | 98.5 | 0.1 | |
| MedGemmaNumber of Parameters=27B2025.11 | 52.7 | 4.5 | 7.4 | 4.2 | 94.4 | 0.1 | |
| MedVision-V0Number of Parameters=7B2025.11 | 52.4 | 50.5 | 46.9 | 38.2 | 100 | 40.7 | |
| Llama3.2-VisionNumber of Parameters=11B2025.11 | 43.4 | 2.3 | 3.8 | 2.1 | 68.6 | 0 | |
| LingshuNumber of Parameters=32B2025.11 | 40.2 | 6 | 8.6 | 5.1 | 100 | 0.2 | |
| Qwen2.5-VLNumber of Parameters=32B2025.11 | 38.5 | 5.7 | 7.7 | 4.7 | 100 | 0.6 | |
| Gemma3Number of Parameters=27B2025.11 | 34.3 | 4.3 | 6.1 | 3.6 | 100 | 0.3 | |
| LLava-OneVisionNumber of Parameters=72B2025.11 | 34.1 | 6.3 | 8.4 | 5 | 100 | 0.4 | |
| InternVL3Number of Parameters=38B2025.11 | 29.5 | 6.6 | 7.9 | 4.9 | 100 | 0.8 | |
| HealthGPT-L14Number of Parameters=14B2025.11 | 25.6 | 5.9 | 7.1 | 4.4 | 82.6 | 0.5 | |
| HuatuoGPT-VisionNumber of Parameters=34B2025.11 | 17.8 | 4 | 5.1 | 3.1 | 76.6 | 0.3 |