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OCR-MetaReasoning - Meta-Inductive: leaderboard

Metric: Answer Score (%). Source: arxiv.org. 18 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview) (Thinking)93.1
2GPT-5.4 (Medium)91.5
3Qwen 3 VL 235B A22B (Thinking)87.8
4Claude Sonnet 4.6 (Thinking)87.6
5GPT-5.4 Mini (Medium)87.2
6GPT-5.4 (Non-reasoning)85.7
7Kimi K2.5 (Non-reasoning)84.6
8Qwen 3 VL 30B A3B (Thinking)81.8
9Qwen 3 VL 235B A22B Instruct80.9
10Qwen 3 VL 8B (Thinking)79.5
11GLM-4.6V (Reasoning)79.2
12Grok 4.20 (Non-reasoning)77.4
13GPT-5.4 Mini (Non-reasoning)75.3
14Qwen 3 VL 30B A3B Instruct67.9
15Qwen 3 VL 8B Instruct60.5

Interactive version: theaggregate.ai/benchmark?slug=ocr-metareasoning-meta-inductive · How It Works · Data refreshed daily, snapshot 2026-09-19.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.
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