AI for Education Visual Reasoning - match (process): leaderboard

The "match (process)" 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: Around January 2027. 67 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.6 Sol88.9#19
2Gemini 3.7 Flash88.9#23
3Gemini 3 Flash77.8#99
4Gemini 3.6 Flash77.8#51
5GPT-5.575#31
6Gemini 3.5 Flash75#60
7Kimi K375#30
8Gemini 3.1 Pro (Preview)72.2#58
9Qwen 3.6 Plus66.7#120
10GPT-5.4 (Medium)63.9#79 (GPT-5.4)
11GPT-5.461.1#79
12Qwen 3.5 397B A17B61.1#146
13Gemini 3 Pro58.3#80
14Qwen 3.6 Flash55.6#214
15GPT-5.2 (Medium)55.6#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-match-process · How It Works · Data refreshed daily, snapshot 2026-10-20.