Eye-Q - Iterative Refinement - English: leaderboard

Metric: Exact-Match Accuracy (%; up to three attempts, told when wrong, English subset). Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro46.46
2Grok 4.1 Fast (Reasoning)46.13
3GPT-5.2 (Non-reasoning)29.29
4Gemini 2.5 Flash28.28
5Qwen 3 VL 235B A22B Instruct14.81
6Llama 4 Scout8.08

Interactive version: theaggregate.ai/benchmark?slug=eye-q-iterative-refinement-english · How It Works · Data refreshed daily, snapshot 2026-09-25.