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Text editing research benchmarks · SOTA2 Research

Text editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

22.83MSE

12

Mar 4, 2026

27.63MSE

12

Mar 4, 2026

96Sentiment Accuracy

9

Feb 26, 2026

AnyText benchmark Chinese 1.0 (test)

0.926Sen.ACC

8

Mar 5, 2026

83Sentiment Accuracy

8

Feb 26, 2026

51.19Deletion

7

May 26, 2026

Talk-to-your-Slides TextEditing 1.0 (test)

TALK-TO-YOUR-SLIDES

99.14Success Rate

6

Mar 4, 2026

AnyText-benchmark English 1.0 (test)

85.53Sentence Accuracy

5

Feb 26, 2026

93SeqAcc (ICDAR13 8ch)

4

Feb 26, 2026

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AnyText Yelp Amazon SimpleBench CreativeBench

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