MTBBench-Multimodal - Hematology: leaderboard

Hematology questions of the MTBBench multimodal track (Vasilev et al., 2025): from a head-and-neck cancer patient's preoperative blood tests and reference ranges, the agent judges infection risk, bleeding tendency, renal impairment and similar findings. Accuracy in percent, no tools; higher is better.

Metric: Accuracy (%; preoperative hematology questions, 4 per patient; multi-turn file access, no tools). Source: arxiv.org. Saturation forecast: Estimated already saturated. 10 models tracked.

Top models

#ModelScoreOverall rank
1InternVL3-38B79.7#905
2InternVL3-78B79.7#733
3O4 Mini (2025-04-16)77.8#362
4GPT-4o (2024-08-06)76.9#731

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=mtbbench-multimodal-hematology · How It Works · Data refreshed daily, snapshot 2026-11-12.