Machine-generated text detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100AUROC
129
Feb 26, 2026
98.38TPR@FPR-1% (ChatGLM)
54
May 18, 2026
100AUROC
45
Feb 26, 2026
84.8Macro F1
41
Jun 8, 2026
100AUROC
40
Apr 21, 2026
99.91GPT4All Score
39
May 18, 2026
85.2TPR @ FPR=1%
36
Feb 26, 2026
93.24TPR @ FPR=1%
36
Feb 26, 2026
73.12Accuracy
36
Feb 26, 2026
87.28TP @ 20%
32
Feb 26, 2026
1AUROC
30
Apr 21, 2026
99AUROC
30
Jun 4, 2026
99.5Accuracy
26
Apr 29, 2026
66.2ASR
26
Feb 26, 2026
97.51TPR@FPR=1%
24
Feb 26, 2026
99.29TPR@FPR=1%
24
Feb 26, 2026
38.62TPR @ FPR=1%
24
Feb 26, 2026
98.09TPR@FPR=1%
24
Feb 26, 2026
94.36TPR@FPR=1%
24
Feb 26, 2026
0.447TPR @ FPR=1%
24
Feb 26, 2026
99.55TPR@FPR=1%
24
Feb 26, 2026
72.6TPR@FPR=1%
24
Feb 26, 2026
92.53TPR@FPR=1%
24
Feb 26, 2026
93.58TPR @ FPR=1%
24
Feb 26, 2026
99.1AUROC (Avg)
24
May 11, 2026