AI for Education Visual Reasoning - pattern completion (linear): leaderboard

The "pattern completion (linear)" subtask of AI for Education Visual Reasoning. A task from the AI for Education benchmark measuring visual reasoning over educational diagrams, charts and figures.

Metric: Accuracy (%). Source: www.fab-ai.org. Saturation forecast: Estimated already saturated. 67 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.7 Flash95.7#23
2GPT-5.6 Sol92.3#19
3Gemini 3.6 Flash92.3#51
4Gemini 3.5 Flash91.5#60
5Qwen 3.5 397B A17B87.2#146
6GPT-5.4 (Medium)87.2#79 (GPT-5.4)
7GPT-5.586.3#31
8Gemini 3.1 Pro (Preview)84.6#58
9Qwen 3.5 Plus83.8#125
10Gemini 3 Flash82.1#99
11Kimi K382.1#30
12Qwen 3.6 Plus81.2#120
13Gemini 3 Pro79.5#80
14Qwen 3.6 27B78.6#170
15GPT-5.2 (Medium)78.6#110 (GPT-5.2)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=ai-for-education-visual-reasoning-pattern-completion-linear · How It Works · Data refreshed daily, snapshot 2026-10-20.