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Out-of-distribution AI-generated text detection research benchmarks · SOTA2 Research

Out-of-distribution AI-generated text detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mistral-Medium Out-of-distribution (OOD) unseen domains 3 (test)

99Accuracy (Legal)

16

May 26, 2026

Mercury Out-of-distribution (OOD) 2 (test unseen domains)

95.7Legal Accuracy

16

May 26, 2026

Kimi Out-of-distribution (OOD) K2.5 (unseen domains test)

98.7Legal Accuracy

16

May 26, 2026

Grok Out-of-distribution (OOD) unseen domains (Legal, Email, Complaints) 4.1 (test)

99Legal Accuracy

16

May 26, 2026

Popular datasets

Grok Mercury Kimi Mistral-Medium

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