MedRedFlag - False Assumptions Accommodated: leaderboard
Metric: Share of 100 questions (%) whose response still provides the requested information, implicitly treating the false assumption as valid (GPT-5 judge against a physician-written criterion; lower is better). Source: arxiv.org. Saturation forecast: Around 2029. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 60 |
| 2 | GPT-5 | 73 |
| 3 | Llama 3.3 70B Instruct | 74 |
| 4 | MedGemma-27B-IT | 74 |
| 5 | Qwen 3 32B | 80 |
Interactive version: theaggregate.ai/benchmark?slug=medredflag-false-assumptions-accommodated · How It Works · Data refreshed daily, snapshot 2026-09-25.