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Medical Report Generation on Ultrasound Breast

71.36BLEU-1EchoVLM
19.93233.283546.63559.9865Sep 18, 2025

Evaluation results

MethodLinks
EchoVLMNumber of Parameters=11B2025.0971.3680.7776.0474.9981.68
LingshuNumber of Parameters=7B2025.0970.3778.7472.9875.379.23
LLaVA-MedNumber of Parameters=7B2025.0969.8478.3772.374.3478.72
LLaVa-NeXTNumber of Parameters=13B2025.0968.8277.6171.2173.5377.98
Qwen2.5-VLNumber of Parameters=7B2025.0968.0977.6169.4674.9277.34
EchoVLMNumber of Parameters=3B2025.0967.9278.117075.7578.03
Gemma-3Number of Parameters=12B2025.0967.9175.1968.2872.7976.7
Qwen2-VLNumber of Parameters=7B2025.0967.6378.1371.3872.8878.32
LLaVA-OneVisionNumber of Parameters=7B2025.0965.4675.7867.2273.9975.7
HuatuoGPT-VisionNumber of Parameters=7B2025.0965.297769.9371.2577.07
MedgemmaNumber of Parameters=4B2025.0961.9477.4270.1765.9977.81
LLaVA1.5Number of Parameters=7B2025.0954.7970.4258.7164.2969.2
LLaVA-MedModel Size=7B2025.0951.1760.4452.0348.4169.5
EchoVLMModel Size=11B2025.0950.7664.3855.2150.1473
Qwen2.5-VLModel Size=7B2025.0950.5561.7852.3849.5171.53
EchoVLMModel Size=3B2025.0950.5562.2453.3149.870.82
HuatuoGPT-VisionModel Size=7B2025.0950.160.9751.6449.7670.35
LLaVA-OneVisionModel Size=7B2025.0949.5961.4551.4749.8670.84
LLaVa-NeXTModel Size=13B2025.0949.559.0350.5347.1168.32
LingshuModel Size=7B2025.0948.9960.8752.1849.3270.39
Gemma-3Model Size=12B2025.0948.6360.4949.5947.4470.35
LLaVA1.5Model Size=7B2025.0946.4957.0749.3345.2966.92
Qwen2-VLModel Size=7B2025.0941.7462.8553.4647.3272.21
MedgemmaModel Size=4B2025.0921.9141.1334.1126.4251.36