VIVID: leaderboard
Metric: Explanation score, 0 to 5 (out of 5); zero-shot explanation of each of the 1,636 Vietnamese idioms and proverbs, rated 0-5 for semantic accuracy, completeness and native-speaker alignment by a GPT-4.1 judge with the aspect-based rubric; item-weighted mean over seven topics). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 2.46 |
| 2 | Gemini 2.5 Flash | 2.29 |
| 3 | Qwen 3 14B | 1.09 |
| 4 | Llama 4 Scout Base | 0.91 |
Interactive version: theaggregate.ai/benchmark?slug=vivid · How It Works · Data refreshed daily, snapshot 2026-09-26.