CCBench-Health (Culture-CoT): leaderboard
Metric: Cultural Competence Score (%; harmonic mean of the follow rate and the avoid rate, the shares of checklist recommendations satisfied for norms a persona follows or avoids; 60 personas with graded norm-adherence states across six cultures (Afghan, Burmese, Chinese, Maori, Nepali, Vietnamese), 52 real health questions each (3,120 interactions); GPT-5.2 checklist evaluator; temperature 0.7; history plus a Culture-CoT instruction to reason step by step about cultural cues first)). Source: arxiv.org. Saturation forecast: Around 2029. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 17.2 |
| 2 | GPT-5.2 | 17.2 |
| 3 | Qwen 3.5 397B A17B | 8.7 |
| 4 | Llama 3.2 90B | 6.9 |
Interactive version: theaggregate.ai/benchmark?slug=ccbench-health-culture-cot · How It Works · Data refreshed daily, snapshot 2026-09-29.