Neo-Classic - Line Matching: leaderboard
Metric: Accuracy (%; select the matching line of a couplet drawn from a contemporary quatrain or regulated verse, four options; 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 2030. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 Max | 67 |
| 2 | DeepSeek V3.2 | 64 |
| 3 | Gemini 3 Pro (Preview) | 57 |
| 4 | GPT-4o | 56.6 |
| 5 | Yi 1.5 34B Chat | 54 |
| 6 | Gemini 2.5 Pro | 52 |
Interactive version: theaggregate.ai/benchmark?slug=neo-classic-line-matching · How It Works · Data refreshed daily, snapshot 2026-09-26.