Ultrasound Diagnosis on Liver Ultrasound
74.23BLEU-1EchoVLM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMNumber of Parameters=11B2025.09 | 74.23 | 79.87 | 75.06 | 78.49 | 82.85 | |
| EchoVLMNumber of Parameters=3B2025.09 | 68.45 | 75.85 | 69.32 | 73.77 | 77.81 | |
| LingshuNumber of Parameters=7B2025.09 | 67.11 | 73.84 | 69 | 72.34 | 77.4 | |
| LLaVA-OneVisionNumber of Parameters=7B2025.09 | 66.6 | 73.02 | 68.26 | 71.22 | 77.01 | |
| Qwen2-VLNumber of Parameters=7B2025.09 | 63.23 | 73.63 | 66.49 | 68.75 | 76.14 | |
| LLaVa-NeXTNumber of Parameters=13B2025.09 | 62.93 | 70.8 | 65.14 | 71.48 | 73.96 | |
| LLaVA-MedNumber of Parameters=7B2025.09 | 62.42 | 70.45 | 64.65 | 71.1 | 73.65 | |
| HuatuoGPT-VisionNumber of Parameters=7B2025.09 | 61.98 | 69.42 | 63.56 | 69.15 | 73.24 | |
| Qwen2.5-VLNumber of Parameters=7B2025.09 | 60.77 | 68.58 | 62.91 | 70.02 | 73.06 | |
| MedgemmaNumber of Parameters=4B2025.09 | 60.39 | 70.87 | 64.49 | 63.96 | 73.55 | |
| Gemma-3Number of Parameters=12B2025.09 | 58.88 | 65.89 | 58.93 | 68.71 | 70.62 | |
| LLaVA1.5Number of Parameters=7B2025.09 | 50.19 | 59.1 | 52.72 | 58.21 | 63.36 |