MedDialBench - Fabricating + Withholding: 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 fabricates and withholds (combination C1), the final diagnosis judged correct or not by Qwen3-Max; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 5 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)52.9
2GPT-5.4 (Non-reasoning)47.1
3DeepSeek V3.2 (Non-reasoning)38.8
4Qwen 3.5 Plus (Non-reasoning)32.9
5Claude Opus 4.629.4

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