Benchmark Radar
AI BENCHMARK PROFILE

OncoTriad-QA

Health & Life SciencesKnowledge & Reasoning

OncoTriad-QA is a patient-level benchmark for pan-cancer question answering, integrating radiology, pathology, genomics, and clinical metadata from TCGA. It includes 86.1k questions across 9,281 cases and 32 cancer cohorts, with annotations derived from curated labels and diagnostic reports.

Released
2026-05-21
Readiness
Paper only
Primary field
Health & Life Sciences

Why it matters

Existing medical LLM benchmarks often focus on isolated modalities. OncoTriad-QA could address the gap in evaluating integrated, patient-level reasoning across multiple evidence types, which is crucial for real-world oncology decision support.

Motivation

Cancer diagnosis and characterization require integrating complementary evidence from radiology, pathology, genomics, and clinical metadata.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.