Machine-generated text detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.901TPR@FPR=1%
12
Feb 26, 2026
89.2TPR@FPR=1%
12
Feb 26, 2026
91.54F1 Score
11
May 8, 2026
0.98AUROC
11
Jun 11, 2026
100AUROC
11
Feb 26, 2026
0.992AUROC
11
Feb 26, 2026
98.79AUROC
11
Feb 26, 2026
77Mage Macro F1
10
Feb 26, 2026
76Mage Macro F1
10
Feb 26, 2026
100F1 Score
10
Feb 26, 2026
100F1 Score
10
Feb 26, 2026
100F1 Score
10
Feb 26, 2026
93.86AUROC
9
May 12, 2026
0.2Abstracts FPR
9
Apr 29, 2026
99.92Accuracy
9
Feb 26, 2026
99.95Accuracy
9
Feb 26, 2026
91.1Acc
9
Feb 26, 2026
86.7Accuracy
9
Feb 26, 2026
95.54AUROC (MIMIC)
8
Jun 23, 2026
99.44AUROC (ChatGPT)
8
Jun 23, 2026
90.68Accuracy
7
Jun 4, 2026
51.56Accuracy
7
Jun 4, 2026
100AR Score
6
Apr 29, 2026
97.08AUROC (Arabic)
6
Feb 26, 2026
0.836AUROC (Arabic)
6
Feb 26, 2026