Neo-Classic - Ci Tune Pattern (CoT): leaderboard

Metric: Accuracy (%; select the Cipai (tune pattern) of a contemporary Ci from part of its text, four options, with a chain-of-thought prompt; accuracy on a 100-question sample of the task, as reported in the paper's full results table (accuracy@IF); temperature 0.1, top-p 0.9). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.

Top models

#ModelScore
1DeepSeek V3.271.3
2Gemini 3 Pro (Preview)65
3Qwen 3 Max59
4GPT-4o31
5Gemini 2.5 Pro26
6Yi 1.5 34B Chat22

Interactive version: theaggregate.ai/benchmark?slug=neo-classic-ci-tune-pattern-cot · How It Works · Data refreshed daily, snapshot 2026-09-26.