Ultrasound Diagnosis Average
62.81BLEU-1EchoVLM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMNumber of Parameters=11B2025.09 | 62.81 | 72.51 | 67.16 | 67.68 | 75.44 | |
| Qwen2-VLNumber of Parameters=7B2025.09 | 59.67 | 70.66 | 64.63 | 65.16 | 73.98 | |
| EchoVLMNumber of Parameters=3B2025.09 | 59.43 | 69.71 | 63.3 | 65.03 | 72.51 | |
| LingshuNumber of Parameters=7B2025.09 | 58.35 | 67.94 | 62.64 | 63.74 | 71.85 | |
| LLaVA-OneVisionNumber of Parameters=7B2025.09 | 57.28 | 66.65 | 60.69 | 61.89 | 70.32 | |
| Gemma-3Number of Parameters=12B2025.09 | 56.92 | 65.99 | 59.85 | 62.98 | 70.19 | |
| LLaVa-NeXTNumber of Parameters=13B2025.09 | 56.87 | 67.49 | 61.87 | 63.4 | 71.54 | |
| HuatuoGPT-VisionNumber of Parameters=7B2025.09 | 55.54 | 64.58 | 58.47 | 61.86 | 69.31 | |
| LLaVA-MedNumber of Parameters=7B2025.09 | 55.49 | 66.24 | 60.05 | 63.42 | 69.44 | |
| Qwen2.5-VLNumber of Parameters=7B2025.09 | 55.21 | 65.19 | 59.2 | 62.55 | 69.42 | |
| MedgemmaNumber of Parameters=4B2025.09 | 53.76 | 67.31 | 61.28 | 57.76 | 71.17 | |
| LLaVA1.5Number of Parameters=7B2025.09 | 40.79 | 51.66 | 45.55 | 48.64 | 56.99 |