PhysDox - End-to-End Diagnosis: leaderboard
Metric: End-to-end Fine-12 accuracy (%) on the fatal-violation protocols of the 683-protocol expert-curated Gold set of biomedical physiological-sensing protocols (six domains): a protocol counts only if Stage 1 flags it as fatal and Stage 2 names the violated fine-grained constraint; zero-shot prompting, temperature 0.1, JSON output with retries for malformed responses; higher is better. Source: arxiv.org. Saturation forecast: Around March 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 52.5 |
| 2 | DeepSeek V4 Flash | 49.3 |
| 3 | Claude Opus 4.7 | 46.7 |
| 4 | DeepSeek V4 Pro | 39.3 |
| 5 | MiMo-V2.5-Pro | 27.6 |
| 6 | MiMo-V2.5 | 26 |
Interactive version: theaggregate.ai/benchmark?slug=physdox-end-to-end-diagnosis · How It Works · Data refreshed daily, snapshot 2026-09-29.