Benchmarking Open-Source Vision-Language Models for Brain Metastasis Assessment on Single-Slice Contrast-Enhanced MRI
Substantial heterogeneity in the performance of open-source VLMs in brain metastasis evaluation is demonstrated, and medical-purpose VLMs did not outperform general-purpose VLMs.