MedRealMM (Physician Subset): leaderboard
Metric: Rubric score (%; case-level mean of the physician-refined case rubric, positive and negative criteria weighted and clipped to 0-1, graded per criterion by Gemini-3-Pro-Preview) on the 200-case subset of real Chinese online consultations with patient images used for the deliberative physician comparison. Source: arxiv.org. Saturation forecast: Around 2028. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 50.66 |
| 2 | Gemini 3.5 Flash | 44.93 |
| 3 | Kimi K2.6 | 41.78 |
| 4 | Qwen 3.6 27B | 41.2 |
| 5 | GPT-5.5 | 38.53 |
Interactive version: theaggregate.ai/benchmark?slug=medrealmm-physician-subset · How It Works · Data refreshed daily, snapshot 2026-09-29.