SHOVIR is a benchmark extending MIMIC-CXR and PadChest-GR with per-box labels and occlusion tests to isolate direct and contextual vision shortcuts in VLMs for radiology report generation.
Medhalltune: An instruction-tuning benchmark for mitigating medical hallucination in vision- language models.arXiv preprint arXiv:2502.09996, 2025
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SHOVIR: A Benchmark for Evaluating Vision Shortcut Learning in Radiology Report Generation
SHOVIR is a benchmark extending MIMIC-CXR and PadChest-GR with per-box labels and occlusion tests to isolate direct and contextual vision shortcuts in VLMs for radiology report generation.