Entity Recognition on Public Breast Ultrasound Datasets OOD (test)
57.48Hamming AccuracyHuatuoGPT-Vision
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HuatuoGPT-VisionParameter Count=7B2025.09 | 57.48 | 36.42 | 51.02 | 38.31 | |
| EchoVLMParameter Count=11B2025.09 | 57.08 | 36.08 | 47.08 | 37.87 | |
| LingshuParameter Count=7B2025.09 | 56.98 | 36.03 | 46.77 | 37.66 | |
| LLaVA-OneVisionParameter Count=7B2025.09 | 56.55 | 36.13 | 49.17 | 36.75 | |
| Gemma-3Parameter Count=12B2025.09 | 55.72 | 45.88 | 46.19 | 33.56 | |
| Qwen2.5-VLParameter Count=7B2025.09 | 55.58 | 36.77 | 44.35 | 33.81 | |
| MedgemmaParameter Count=4B2025.09 | 55.36 | 37.23 | 45.83 | 33.09 | |
| Qwen2-VLParameter Count=7B2025.09 | 55.09 | 36.37 | 45.27 | 31.89 | |
| EchoVLMParameter Count=3B2025.09 | 55.09 | 28.48 | 45.08 | 31.55 | |
| LLaVA-NeXTParameter Count=13B2025.09 | 54.78 | 28.39 | 44.53 | 31.23 | |
| LLaVA1.5Parameter Count=7B2025.09 | 52.89 | 56.98 | 35.21 | 29.4 | |
| LLaVA-MedParameter Count=7B2025.09 | 52.64 | 58.13 | 37.32 | 29.14 |