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Medical Report Generation on Ultrasound Vessel

42.54BLEU-1LLaVA-OneVision
15.063222.196629.3336.4634Sep 18, 2025

Evaluation results

MethodLinks
LLaVA-OneVisionModel Size=7B2025.0942.5460.8153.7950.7769.03
Gemma-3Model Size=12B2025.0942.5363.5156.8651.2871.74
HuatuoGPT-VisionModel Size=7B2025.0941.1553.446.5647.3962.27
LingshuModel Size=7B2025.0940.6563.7856.9850.872.88
MedgemmaModel Size=4B2025.0939.165.1458.3650.874
Qwen2-VLModel Size=7B2025.0937.6260.6355.3846.570.01
Qwen2.5-VLModel Size=7B2025.0937.3955.5748.4345.0664.32
EchoVLMModel Size=3B2025.0931.6442.1435.9534.4151.76
LLaVA1.5Model Size=7B2025.0929.7545.6839.1536.9854.97
LLaVa-NeXTModel Size=13B2025.0929.5645.6539.0636.9755.08
EchoVLMModel Size=11B2025.0929.5438.1532.2930.3848.07
LLaVA-MedModel Size=7B2025.0916.1220.0613.3615.2728.23