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Papers Benchmarks Datasets Tasks

Machine-text detection research benchmarks · SOTA2 Research

Machine-text detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RAID-MovieReviews

0.96AUROC

21

Feb 26, 2026

99AUROC

21

Feb 26, 2026

0.89AUROC

21

Feb 26, 2026

Token Probability Deviation

91.8AUC

15

May 11, 2026

Learn-to-Distance

0.998Rewrite AUC (Claude 3.5)

11

Feb 26, 2026

Learn-to-Distance

0.979Claude 3.5 Rewrite AUC

11

Feb 26, 2026

Learn-to-Distance

1Claude 3.5 Rewrite AUC

11

Feb 26, 2026

1AUROC (1)

10

Jun 11, 2026

100AUROC

10

Jun 11, 2026

Blogs (evaluation)

1AUROC

10

Jun 11, 2026

0.954AUC

10

Feb 26, 2026

MAGE CNN/DailyMail, DialogSum, PubMedQA, IMDb with GPT-4 (held-out split)

76AvgRec

2

Jul 7, 2026

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