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Text Quality Evaluation research benchmarks · SOTA2 Research

Text Quality Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

General Capability Prompts

5.44Fluency

18

Feb 26, 2026

6.375PPL

17

Jul 1, 2026

OpenAudioBench English subsets (test)

7.43AlpacaEval

15

Feb 26, 2026

LLM-generated text 300 tokens 36 bits

96.48Distinct-2

12

Feb 26, 2026

11.11Perplexity (PPL1)

5

Feb 26, 2026

C4 20 prompts (test)

3.2Fluency

4

Mar 4, 2026

Popular datasets

C4 MSCOCO General Capability Prompts OpenAudioBench LLM-generated text

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