Medical Report Generation on Ultrasound Average
53.87BLEU-1EchoVLM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EchoVLMModel Size=11B2025.09 | 53.87 | 61.69 | 55.78 | 53.16 | 71.38 | |
| LingshuModel Size=7B2025.09 | 52.75 | 61.59 | 55.55 | 53.38 | 72.57 | |
| LLaVA-OneVisionModel Size=7B2025.09 | 51.76 | 59.76 | 54.09 | 52.14 | 71.27 | |
| Gemma-3Model Size=12B2025.09 | 51.56 | 60.14 | 53.62 | 51.69 | 71.19 | |
| HuatuoGPT-VisionModel Size=7B2025.09 | 50.16 | 57.18 | 50.65 | 49.65 | 68.39 | |
| Qwen2.5-VLModel Size=7B2025.09 | 49.47 | 56.17 | 50.32 | 48.8 | 68.48 | |
| EchoVLMModel Size=3B2025.09 | 48.57 | 57.18 | 51.32 | 47.8 | 67.64 | |
| LLaVa-NeXTModel Size=13B2025.09 | 46.32 | 55.8 | 50.27 | 46.92 | 66.36 | |
| Qwen2-VLModel Size=7B2025.09 | 46.29 | 58.24 | 52.01 | 46.98 | 70.18 | |
| LLaVA-MedModel Size=7B2025.09 | 44.15 | 51.83 | 46.34 | 43.39 | 62.42 | |
| MedgemmaModel Size=4B2025.09 | 42.14 | 56.38 | 50.61 | 43.37 | 66.72 | |
| LLaVA1.5Model Size=7B2025.09 | 40.51 | 48.86 | 43.27 | 40.17 | 61.83 | |
| EchoVLMModel Scale=11B2025.09 | 32.19 | 41.8 | 32.33 | 26.25 | 54.99 | |
| LingshuModel Scale=7B2025.09 | 31.79 | 41.39 | 32.08 | 25.98 | 54.71 | |
| HuatuoGPT-VisionModel Scale=7B2025.09 | 29.21 | 38.46 | 30.32 | 24.26 | 52.98 | |
| Gemma-3Model Scale=12B2025.09 | 26.39 | 37.08 | 28.86 | 22.18 | 51.7 | |
| Qwen2.5-VLModel Scale=7B2025.09 | 25.23 | 37.01 | 28.64 | 21.59 | 51.63 | |
| LLaVA-OneVisionModel Scale=7B2025.09 | 23.66 | 31.8 | 26.47 | 20.2 | 47.94 | |
| EchoVLMModel Scale=3B2025.09 | 22.12 | 32.55 | 26.39 | 19.47 | 48.15 | |
| Qwen2-VLModel Scale=7B2025.09 | 21.99 | 31.66 | 26.63 | 19.44 | 47.54 | |
| MedGemmaModel Scale=4B2025.09 | 21.96 | 30.34 | 25.84 | 18.89 | 46.55 | |
| LLaVA-MedModel Scale=7B2025.09 | 20.51 | 26.91 | 22.21 | 17.99 | 40.49 | |
| LLaVA1.5Model Scale=7B2025.09 | 20.43 | 26.72 | 22.19 | 17.9 | 40.39 | |
| LLaVA-NeXTModel Scale=13B2025.09 | 19.49 | 30.16 | 25.1 | 17.96 | 46.17 |