Medical Report Generation on Public Ultrasound Breast OOD
29.16BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Scale=11B2025.09 | 29.16 | 33.96 | 32.35 | 25.01 | 54.58 | |
| LingshuModel Scale=7B2025.09 | 28.75 | 33.69 | 32.13 | 24.76 | 54.36 | |
| HuatuoGPT-VisionModel Scale=7B2025.09 | 28.45 | 33.88 | 32.18 | 24.55 | 54.92 | |
| LLaVA-OneVisionModel Scale=7B2025.09 | 26.69 | 32.76 | 31.19 | 23.49 | 53.96 | |
| MedGemmaModel Scale=4B2025.09 | 23.34 | 30.76 | 29.83 | 21.28 | 52.66 | |
| Qwen2.5-VLModel Scale=7B2025.09 | 23.21 | 31.13 | 30.09 | 21.45 | 53.16 | |
| Gemma-3Model Scale=12B2025.09 | 23.15 | 30.97 | 29.68 | 21.32 | 52.79 | |
| Qwen2-VLModel Scale=7B2025.09 | 22.55 | 30.36 | 29.37 | 20.75 | 52.42 | |
| EchoVLMModel Scale=3B2025.09 | 22.3 | 30.14 | 29.19 | 20.59 | 52.24 | |
| LLaVA-NeXTModel Scale=13B2025.09 | 19.82 | 29.35 | 28.08 | 19.32 | 51.32 | |
| LLaVA1.5Model Scale=7B2025.09 | 19.55 | 26.09 | 23.16 | 18.67 | 42.09 | |
| LLaVA-MedModel Scale=7B2025.09 | 19.22 | 25.91 | 23.29 | 18.43 | 42.45 |