MedDialBench - Withholding + Dominant: leaderboard

Metric: Diagnostic accuracy (%) over 85 OSCE cases (each cell counts whole cases out of 85) after a free-form consultation with a patient who withholds and is dominant (combination C4), the final diagnosis judged correct or not by Qwen3-Max; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 5 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)74.1
2GPT-5.4 (Non-reasoning)72.9
3Claude Opus 4.663.5
4Qwen 3.5 Plus (Non-reasoning)63.5
5DeepSeek V3.2 (Non-reasoning)62.4

Interactive version: theaggregate.ai/benchmark?slug=meddialbench-withholding-plus-dominant · How It Works · Data refreshed daily, snapshot 2026-10-07.