Tumor/Lesion Size Estimation on MedVision Tumor Lesion 2K samples
10.5MAEMedVision-V0
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedVision-V0Model Parameters=7B2025.11 | 10.5 | 26 | 100 | 23.5 | |
| LingshuModel Parameters=32B2025.11 | 35.7 | 118.6 | 99.5 | 4.5 | |
| HuatuoGPT-VisionModel Parameters=34B2025.11 | 44.4 | 142.4 | 14.6 | 0.7 | |
| HealthGPT-L14Model Parameters=14B2025.11 | 49.9 | 168.6 | 100 | 3.3 | |
| Llama3.2-VisionModel Parameters=11B2025.11 | 77.1 | 248.2 | 25.3 | 0.4 | |
| MedDrModel Parameters=40B2025.11 | 97.7 | 312.7 | 63.4 | 0.4 | |
| Gemma3Model Parameters=27B2025.11 | 226 | 611.8 | 98.9 | 0.5 | |
| MedGemmaModel Parameters=27B2025.11 | 547.6 | 1,772.6 | 52.5 | 0.7 | |
| LLava-OneVisionModel Parameters=72B2025.11 | 1,016.8 | 3,271.6 | 100 | 1.4 | |
| Qwen2.5-VLModel Parameters=32B2025.11 | 2,721.5 | 10,471.5 | 16.5 | 0.2 | |
| Qwen2.5-VLModel Parameters=7B2025.11 | 2,933.9 | 7,738.9 | 95.5 | 0.7 | |
| InternVL3Model Parameters=38B2025.11 | 7,703.6 | 23,307.5 | 100 | 0.2 | |
| MedGemmaModel Parameters=4B2025.11 | 728,794.1 | 2,293,400 | 86 | 0.1 |