Wiki Live Challenge - Wikipedia Fact Coverage: leaderboard
Metric: Fact coverage (%; mean consistency score of the Wikipedia article's extracted facts against the top-10 matching generated statements, Gemini-2.5-flash fact checker, 100 articles). Source: arxiv.org. Saturation forecast: Around June 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Tongyi DeepResearch 30B A3B | 22.73 |
Interactive version: theaggregate.ai/benchmark?slug=wiki-live-challenge-wikipedia-fact-coverage · How It Works · Data refreshed daily, snapshot 2026-09-26.