MTBBench-Multimodal: leaderboard

Metric: Accuracy (%; unweighted mean of the three task accuracies; 26 head-and-neck cancer patients from HANCOCK, 390 true/false and six-option multiple-choice questions; multi-turn agent that requests patient files, no tools). Source: arxiv.org. Saturation forecast: Estimated already saturated. 10 models tracked.

Top models

#ModelScore
1InternVL3-78B69.1
2GPT-4o (2024-08-06)66.7
3O4 Mini (2025-04-16)64.3
4InternVL3-38B63.5

Interactive version: theaggregate.ai/benchmark?slug=mtbbench-multimodal · How It Works · Data refreshed daily, snapshot 2026-09-26.