AI RESEARCH

MeniOmni: A Structured Multimodal Benchmark for Holistic Meniscus Injury Assessment

arXiv CS.CV

ArXi:2605.28161v1 Announce Type: new Clinical diagnosis of meniscus injuries requires radiologists to integrate volumetric MRI evidence with patient context (e.g., sex, age, BMI) and to produce structured diagnostic reports. Existing knee MRI benchmarks are typically unimodal and rely on coarse labels, limiting their ability to evaluate holistic clinical reasoning. We