Clearing FoG - QALD10-en CoT Token F1: leaderboard
Clearing FoG compares question answering without access to a knowledge graph. Direct answers, chain-of-thought prompting and self-consistency are measured separately. Token F1 (%).
Metric: Token F1 (%). Source: arxiv.org. Saturation forecast: Around September 2027. 2 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o Mini | 22.68 | #593 |
| 2 | DeepSeek V3 | 19.02 | #324 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=clearing-fog-qald10-en-cot-token-f1 · How It Works · Data refreshed daily, snapshot 2026-10-29.