Benchmark RadarAI BENCHMARK PROFILE
MeniOmni
MeniOmni is a multimodal benchmark for meniscus injury assessment with 746 MRI studies, supporting Stoller severity grading and diagnostic report generation, with risk-aware ordinal evaluation and semantic consistency metric.
- Released
- 2026-05-27
- Readiness
- Runnable
- Primary field
- Health & Life Sciences
Why it matters
Addresses a gap in knee MRI benchmarks by integrating volumetric MRI data with clinical context for holistic clinical reasoning, aiming to improve safety in meniscus injury diagnosis.
Motivation
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.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.