OCRBench-V2 (en): leaderboard

OCRBench v2 English subset: Enhanced benchmark for evaluating Large Multimodal Models on visual text localization and reasoning with English text content.

Metric: Score (imported). Source: arxiv.org. Source: benchmarklist.com. Saturation forecast: Around September 2027. 26 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.7 Plus70.7#92
2Qwen 3.6 Plus67#120
3Gemini 3.1 Pro (Preview)64.6#58
4Gemini 3 Pro (Preview)63.4#66
5Qwen3 Omni 30B A3B Instruct61.3#383
6Gemini 2.5 Pro59.3#152
7GPT-5.4 (xHigh)59.1#79 (GPT-5.4)
8Qwen 3.5 9B58.7#379
9Claude Opus 4.6 (Max)54.3#63 (Claude Opus 4.6)
10Gemini 1.5 Pro51.6#445
11GPT-5.250.5#110
12Molmo2-8B44.7#543
13Ministral 3 14B43.3#650
14Phi-4 Multimodal Instruct38.1#906

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

Interactive version: theaggregate.ai/benchmark?slug=ocrbench-v2-en · How It Works · Data refreshed daily, snapshot 2026-10-20.