Machine-generated text detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.87TPR@FPR=1%
22
Feb 26, 2026
99.83AUROC (%)
16
Jun 8, 2026
99.99AUROC
16
Jun 8, 2026
99.98AUROC
16
Jun 8, 2026
99.96AUROC
16
Jun 8, 2026
99.99AUROC
16
Jun 8, 2026
99.99AUROC
16
Jun 8, 2026
99.94AUROC
16
Jun 8, 2026
1AUROC
16
Jun 8, 2026
99.99AUROC
16
Jun 8, 2026
92.7AUROC
16
May 28, 2026
99.97AUROC
15
Jun 8, 2026
99.99AUROC
15
Jun 8, 2026
99.99AUROC
15
Jun 8, 2026
100AUROC
15
Jun 8, 2026
99.7Score (GPT-3.5)
14
Apr 3, 2026
1arXiv Score
14
Apr 3, 2026
99.7F1 Score (Llama-3.1-70b - ST)
14
Feb 26, 2026
91.06TP @ 20% Threshold
14
Feb 26, 2026
99.99AUC
13
Feb 26, 2026
79.55AUC
13
Feb 26, 2026
93.49AUC
13
Feb 26, 2026
98.87AUC
13
Feb 26, 2026
66.56Accuracy
12
Jun 4, 2026
72.63Accuracy
12
Jun 4, 2026