SAS reveals that medical images retain richer structural information than paired clinical reports in VLMs, an asymmetry hidden from symmetric metrics, with strongest correlation to retrieval performance.
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Beyond Symmetric Alignment: Spectral Diagnostics of Modality Imbalance in Vision-Language Models in the Medical Domain
SAS reveals that medical images retain richer structural information than paired clinical reports in VLMs, an asymmetry hidden from symmetric metrics, with strongest correlation to retrieval performance.