MedPRESS - Unsafe Agreement Rate: leaderboard
Metric: Unsafe-agreement answers (%; turns 1-5, LLM judge). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 Mini | 21.9 |
| 2 | Llama 3.3 70B Instruct | 34.7 |
| 3 | GPT-OSS-120B (Low) | 34.9 |
| 4 | Llama 3.1 70B Instruct | 41.9 |
| 5 | Llama 3.2 3B Instruct | 42.8 |
| 6 | Llama 3.1 8B Instruct | 43 |
| 7 | MedGemma-4B-IT | 46.2 |
| 8 | Phi-4 Mini Instruct | 46.8 |
| 9 | MedGemma-27B-IT | 47.6 |
| 10 | Qwen 3 14B (Non-reasoning) | 50.4 |
| 11 | Qwen 3 8B (Non-reasoning) | 50.8 |
| 12 | GPT-OSS-20B (Low) | 52.4 |
| 13 | Phi-4 | 56.1 |
| 14 | Qwen 3 32B (Non-reasoning) | 57.8 |
| 15 | Gemma 3 27B (IT) | 61.4 |
Interactive version: theaggregate.ai/benchmark?slug=medpress-unsafe-agreement-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.