VIVID - Linguistic and Cultural Classification: leaderboard
Metric: Accuracy (%; exact-match labelling of the linguistic and cultural complexity traits of each idiom or proverb, three-shot, LM Evaluation Harness). Source: arxiv.org. Saturation forecast: Around May 2027. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 18.4 |
| 2 | Gemini 2.5 Flash | 14.4 |
| 3 | Llama 4 Scout Base | 4.2 |
| 4 | Qwen 3 14B | 3.1 |
Interactive version: theaggregate.ai/benchmark?slug=vivid-linguistic-and-cultural-classification · How It Works · Data refreshed daily, snapshot 2026-09-26.