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AIGT detection research benchmarks · SOTA2 Research

AIGT detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HC3 PWWS attack, AI to Human (in-domain)

100Overall Accuracy

28

Feb 26, 2026

SeqXGPT-Bench cross-domain

99.54Precision (AI)

14

Feb 26, 2026

cross-domain AIGT detection Overall

ChatGPT-Detector

0.973OA

14

Feb 26, 2026

cross-domain AIGT detection Human -> AI

99.5Overall Accuracy

14

Feb 26, 2026

cross-domain AIGT detection AI -> Human

ChatGPT-Detector

96Overall Accuracy

14

Feb 26, 2026

HC3 Pruthi attack Overall (in-domain)

100Overall Accuracy

14

Feb 26, 2026

HC3 Pruthi attack Human to AI (in-domain)

1OA

14

Feb 26, 2026

HC3 Pruthi attack AI to Human (in-domain)

100Overall Accuracy

14

Feb 26, 2026

HC3 Deep-Word-Bug attack Overall (in-domain)

100OA

14

Feb 26, 2026

HC3 Deep-Word-Bug attack Human to AI (in-domain)

100Overall Accuracy

14

Feb 26, 2026

HC3 Deep-Word-Bug attack AI to Human (in-domain)

100Overall Accuracy

14

Feb 26, 2026

HC3 PWWS attack, Human to AI (in-domain)

100OA

14

Feb 26, 2026

Popular datasets

HC3 cross-domain AIGT detection SeqXGPT-Bench AIGT detection

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