OncoTriad-QA - Universal MCQ: leaderboard
Metric: Accuracy (%) on the universal multiple-choice questions (question-weighted mean over mutation, grade, stage, AJCC T/N and joint profile) of OncoTriad-QA's held-out TCGA cases in the all-available modality setting (representative pathology ROI images, radiology slices, genomic summaries and clinical metadata): multiple choice, mean of three runs over a frozen stratified 60% sample of the held-out test items; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 46 |
| 2 | MedGemma-4B-IT | 36 |
Interactive version: theaggregate.ai/benchmark?slug=oncotriad-qa-universal-mcq · How It Works · Data refreshed daily, snapshot 2026-09-29.