Medical Report Generation on Public Ultrasound Thyroid OOD
30.06BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Scale=11B2025.09 | 30.06 | 37.37 | 31.78 | 26.05 | 48.61 | |
| LingshuModel Scale=7B2025.09 | 29.84 | 37.27 | 31.57 | 25.86 | 48.53 | |
| HuatuoGPT-VisionModel Scale=7B2025.09 | 27.22 | 35.48 | 28.77 | 23.9 | 47.78 | |
| LLaVA-OneVisionModel Scale=7B2025.09 | 25.39 | 33.52 | 27.01 | 22.48 | 46.09 | |
| MedGemmaModel Scale=4B2025.09 | 21.48 | 31.55 | 26.07 | 19.71 | 43.87 | |
| EchoVLMModel Scale=3B2025.09 | 20.13 | 31.77 | 25.87 | 19.39 | 43.48 | |
| Qwen2-VLModel Scale=7B2025.09 | 19.78 | 31.74 | 25.83 | 18.95 | 43.98 | |
| Gemma-3Model Scale=12B2025.09 | 19.72 | 31.13 | 25.34 | 18.8 | 43.4 | |
| Qwen2.5-VLModel Scale=7B2025.09 | 19.16 | 30.62 | 24.8 | 18.13 | 43.02 | |
| LLaVA-MedModel Scale=7B2025.09 | 18.59 | 27.05 | 21.54 | 17.5 | 37.77 | |
| LLaVA1.5Model Scale=7B2025.09 | 17.96 | 26.51 | 21.49 | 17.37 | 37.41 | |
| LLaVA-NeXTModel Scale=13B2025.09 | 15.88 | 28.75 | 23.41 | 15.94 | 41.13 |