Medical Report Generation on Ultrasound Liver
58.01BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Size=11B2025.09 | 58.01 | 67.06 | 62.4 | 58.44 | 75.68 | |
| LLaVA-OneVisionModel Size=7B2025.09 | 53.87 | 60.59 | 56.35 | 53.43 | 72.22 | |
| Gemma-3Model Size=12B2025.09 | 53.64 | 59.82 | 53.89 | 53.01 | 70.91 | |
| LingshuModel Size=7B2025.09 | 53.11 | 60.95 | 56.67 | 52.87 | 71.58 | |
| EchoVLMModel Size=3B2025.09 | 50.91 | 63.57 | 59.3 | 53.59 | 72.51 | |
| HuatuoGPT-VisionModel Size=7B2025.09 | 49.4 | 55.02 | 50.85 | 47.82 | 67.73 | |
| MedgemmaModel Size=4B2025.09 | 47 | 61.9 | 58.28 | 48.93 | 70.86 | |
| Qwen2.5-VLModel Size=7B2025.09 | 44.28 | 47.41 | 43.39 | 41.52 | 62.33 | |
| LLaVa-NeXTModel Size=13B2025.09 | 43.68 | 54.53 | 51.68 | 46.39 | 65.22 | |
| LLaVA-MedModel Size=7B2025.09 | 43.1 | 53.77 | 50.89 | 45.63 | 64.66 | |
| Qwen2-VLModel Size=7B2025.09 | 40.48 | 51.93 | 46.78 | 41.54 | 65.98 | |
| LLaVA1.5Model Size=7B2025.09 | 40.19 | 44.34 | 40.18 | 38.85 | 58.82 |