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Machine-Generated Text Detection on Reuters GPT4All

93.24TPR @ FPR=1%

DNA-GPT-M

Updated 4d ago

Evaluation Results

Method	Links
DNA-GPT-M 2026.02		93.24	99.66
DNA-GPT-M 2026.02		86.8	99.42
DNA-GPT 2026.02		78.71	99.19
Log-Rank-M 2026.02		66.76	94.18
Likelihood-M 2026.02		66.62	94.79
Log-Rank-M 2026.02		63.91	93.41
FastGPT-M 2026.02		61.69	96.47
Log-Rank-M 2026.02		60.18	92.21
Likelihood-M 2026.02		59.96	93.42
Likelihood-M 2026.02		59.73	93.97
FastGPT-M 2026.02		56.04	96.25
DetectGPT-M 2026.02		42.93	80.34
Log-Rank 2026.02		29.96	78.39
Log-Rank 2026.02		29.96	78.39
DNA-GPT 2026.02		29.82	97.34
DetectGPT-M 2026.02		22.76	84.6
Likelihood 2026.02		19.82	75.2
Likelihood 2026.02		19.78	75.19
Likelihood 2026.02		19.78	75.19
Entropy-M 2026.02		7.07	55.3
Log-Rank 2026.02		6.62	32.84
DetectGPT-M 2026.02		6.22	79.17
Entropy 2026.02		6.18	72.48
DNA-GPT-M 2026.02		5.82	79.05
Entropy-M 2026.02		5.11	54.11
FastGPT 2026.02		3.56	76.5
Entropy-M 2026.02		2.4	49.8
DNA-GPT 2026.02		2.09	45.62
FastGPT 2026.02		0.31	23.5
FastGPT 2026.02		0.31	23.5
Entropy 2026.02		0.09	27.52
Entropy 2026.02		0.09	27.52
DetectGPT 2026.02		0	75.62
DetectGPT 2026.02		0	75.62
DetectGPT 2026.02		0	24.38
FastGPT-M 2026.02		0	12.73