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Benchmark category

Image To Text Benchmarks

Image To Text evaluations, model coverage and rankings. Each benchmark keeps its original scale and methodology.

Data as of 2026-08-11

Benchmarks12
Highest coverage26
Score eligible10

Image To Text Benchmark Directory

Select a benchmark to inspect model results, evidence fields and scoring direction.

6 rows
Columns

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DocVQADocVQAmultimodalScore26featuredBYes
OCRBenchOCRBenchmultimodalScore22featuredBYes
TextVQATextVQAmultimodalScore15featuredBYes
SimpleVQASimpleVQAmultimodalScore13featuredBYes
OCRBench-V2 (en)OCRBench-V2 (en)multimodalScore12featuredBYes
OCRBench-V2 (zh)OCRBench-V2 (zh)multimodalScore11featuredBYes

Image To Text Benchmark Rankings

Leading results from high-coverage benchmarks with at least two models.

DocVQA

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OCRBench

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TextVQA

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SimpleVQA

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What are image to text benchmarks?

How this category is assembled on llmboard.ai.

This page groups benchmarks whose primary or display category matches image to text. It does not average incompatible metrics into a new category score.

Open an individual benchmark to inspect score direction, evidence level, participant count and model results.

Benchmarks are grouped by their primary and display categories.

Rankings

OverallCodingText ArenaPricing

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Benchmarks

All BenchmarksReasoningMathCoding

Vendors

All VendorsOpenAIAnthropicGoogle
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