LogiQAte - Obfus FOL: leaderboard

Metric: Exact-match accuracy (%; first-order-logic entailment questions whose premises are rewritten into logically equivalent forms, zero-shot, temperature 0). Source: arxiv.org. Saturation forecast: Around 2029. 9 models tracked.

Top models

#ModelScore
1GPT-4o74
2Gemma 3 27B (IT)71
3Claude 3.7 Sonnet69
4Gemini 2.5 Pro68
5O4 Mini68
6Claude Haiku 4.567
7QwQ-32B61
8GPT-556

Interactive version: theaggregate.ai/benchmark?slug=logiqate-obfus-fol · How It Works · Data refreshed daily, snapshot 2026-09-26.