Medical Report Generation on Public Ultrasound Liver OOD
37.36BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Scale=11B2025.09 | 37.36 | 54.06 | 32.85 | 27.68 | 61.77 | |
| LingshuModel Scale=7B2025.09 | 36.79 | 53.2 | 32.55 | 27.33 | 61.23 | |
| Gemma-3Model Scale=12B2025.09 | 36.31 | 49.13 | 31.55 | 26.42 | 58.92 | |
| Qwen2.5-VLModel Scale=7B2025.09 | 33.33 | 49.28 | 31.02 | 25.18 | 58.72 | |
| HuatuoGPT-VisionModel Scale=7B2025.09 | 31.95 | 46.03 | 30.01 | 24.34 | 56.23 | |
| EchoVLMModel Scale=3B2025.09 | 23.94 | 35.74 | 24.1 | 18.43 | 48.72 | |
| LLaVA1.5Model Scale=7B2025.09 | 23.77 | 27.56 | 21.92 | 17.66 | 41.66 | |
| LLaVA-MedModel Scale=7B2025.09 | 23.73 | 27.76 | 21.81 | 18.03 | 41.25 | |
| Qwen2-VLModel Scale=7B2025.09 | 23.64 | 32.89 | 24.7 | 18.63 | 46.23 | |
| LLaVA-NeXTModel Scale=13B2025.09 | 22.76 | 32.38 | 23.81 | 18.62 | 46.05 | |
| MedGemmaModel Scale=4B2025.09 | 21.05 | 28.72 | 21.62 | 15.68 | 43.13 | |
| LLaVA-OneVisionModel Scale=7B2025.09 | 18.91 | 29.12 | 21.2 | 14.62 | 43.76 |