Medical Report Generation on Ultrasound Thyroid
50.55BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Size=11B2025.09 | 50.55 | 59.1 | 51.16 | 49.87 | 69.54 | |
| LingshuModel Size=7B2025.09 | 45.59 | 54.6 | 45.5 | 44.85 | 66.06 | |
| EchoVLMModel Size=3B2025.09 | 45.13 | 52.65 | 44.47 | 44.21 | 64.11 | |
| LLaVA-MedModel Size=7B2025.09 | 44.27 | 53.3 | 44.45 | 45.51 | 63.86 | |
| Qwen2.5-VLModel Size=7B2025.09 | 44.23 | 52.93 | 44.1 | 43.95 | 64.89 | |
| LLaVa-NeXTModel Size=13B2025.09 | 44 | 52.92 | 43.99 | 45.13 | 63.54 | |
| LLaVA-OneVisionModel Size=7B2025.09 | 41.5 | 47.51 | 40.3 | 39.41 | 61.15 | |
| HuatuoGPT-VisionModel Size=7B2025.09 | 39.68 | 48.72 | 40.54 | 40.99 | 59.75 | |
| Gemma-3Model Size=12B2025.09 | 39.37 | 48.91 | 39.68 | 38.13 | 61.36 | |
| Qwen2-VLModel Size=7B2025.09 | 38.25 | 51.03 | 41 | 37.63 | 66.59 | |
| LLaVA1.5Model Size=7B2025.09 | 26.79 | 35.21 | 27.81 | 26.57 | 49.51 | |
| MedgemmaModel Size=4B2025.09 | 23.17 | 38.35 | 30.5 | 25.52 | 50.13 |