PosterIQ: leaderboard

Metric: Understanding average (x 100, from -20 to 100): mean of the OCR, font, layout, design-understanding and rating-alignment group scores on PosterIQ's poster-understanding tasks (7,765 instances from real, professional and synthetic posters), each group score being the mean of its positively oriented metrics; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro64.7#145
2GPT-562.2#91
3Claude Sonnet 4.560.1#138
4Gemma 3n E4B (IT)48.6#736
5Grok 4 Fast47.1#242

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=posteriq · How It Works · Data refreshed daily, snapshot 2026-10-11.