CliniCARE-Bench - Process Rubric Score: leaderboard
CliniCARE-Bench (arXiv 2608.07796v1, Table 3): agent systems audit de-identified EHR records against a clinical policy corpus across 25 clinician-built scenarios (750 cases, one run each) and return Yes, No, or Indeterminate (lack of data or medically ambiguous). Mean process rubric score over report-present runs for the logged investigation trajectory, judged by GPT-5.5 against scenario criteria, in percent; higher is better. Rows are harness plus model systems.
Metric: Mean process rubric score over report-present runs (%, GPT-5.5 judge). Source: arxiv.org. Saturation forecast: Around February 2027. 16 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 5 | 82 | #16 |
| 2 | GPT-5.6 Sol | 80 | #22 |
| 3 | GPT-5.5 | 78.6 | #33 |
| 4 | GLM-5.2 | 76.4 | #80 |
| 5 | GPT-5.4 | 76.1 | #83 |
| 6 | GPT-5.6 Luna | 75.2 | #79 |
| 7 | Gemini 3.6 Flash | 72.6 | #57 |
| 8 | MiniMax-M3 | 72.5 | #151 |
| 9 | Gemini 3.5 Flash | 71.1 | #66 |
| 10 | Claude Sonnet 5 | 70.8 | #65 |
| 11 | Kimi K2.7 Code | 69.6 | #95 |
| 12 | DeepSeek V4 Pro | 69.4 | #112 |
| 13 | DeepSeek V4 Flash | 68.6 | #155 |
| 14 | Qwen 3.7 Plus | 65.9 | #98 |
| 15 | GPT-5.4 Mini | 65.2 | #228 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=clinicare-bench-process-rubric-score · How It Works · Data refreshed daily, snapshot 2026-11-05.