Ultrasound Diagnosis on Heart Ultrasound
69.62BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMNumber of Parameters=11B2025.09 | 69.62 | 81.33 | 74.35 | 72.63 | 79.94 | |
| LLaVa-NeXTNumber of Parameters=13B2025.09 | 69.31 | 79.94 | 72.55 | 71.63 | 79.88 | |
| LLaVA-MedNumber of Parameters=7B2025.09 | 67.77 | 79.13 | 71.26 | 70.26 | 78.86 | |
| EchoVLMNumber of Parameters=3B2025.09 | 66.3 | 78.74 | 71.47 | 68.91 | 78.06 | |
| Qwen2-VLNumber of Parameters=7B2025.09 | 66.26 | 77.16 | 69.78 | 68.59 | 77.63 | |
| Gemma-3Number of Parameters=12B2025.09 | 65.04 | 75.89 | 68.57 | 68.02 | 76.02 | |
| LingshuNumber of Parameters=7B2025.09 | 64.6 | 76.49 | 69.31 | 67.68 | 76.34 | |
| LLaVA-OneVisionNumber of Parameters=7B2025.09 | 61 | 70.95 | 63.39 | 64.16 | 71.59 | |
| Qwen2.5-VLNumber of Parameters=7B2025.09 | 60.12 | 71.9 | 64.78 | 63.46 | 72.96 | |
| MedgemmaNumber of Parameters=4B2025.09 | 55.99 | 71.58 | 64.63 | 59 | 73.15 | |
| HuatuoGPT-VisionNumber of Parameters=7B2025.09 | 55.32 | 62.77 | 55.69 | 59.43 | 67.65 | |
| LLaVA1.5Number of Parameters=7B2025.09 | 42.41 | 50.32 | 44.81 | 43.54 | 55.58 |