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Benchmark category

Summarization Benchmarks

Published summarization evaluations and source-native model rankings. Each benchmark keeps its original scale and methodology.

Data as of 2026-08-07

Benchmarks6
Highest coverage5
Score eligible0

Summarization benchmark registry

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

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Top summarization result sets

High-coverage benchmarks with at least two published model results.

SQuALITY

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GovReport

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QMSum

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SummScreenFD

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What are summarization benchmarks?

How this category is assembled on llmboard.ai.

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

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

Category membership is derived from the current benchmark registry response.

Rankings

OverallCodingText ArenaPricing

Modalities

Image GenerationVideo GenerationSpeech-to-TextEmbeddings

Benchmarks

All BenchmarksReasoningMathCoding

Vendors

All VendorsOpenAIAnthropicGoogle
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