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Machine-Generated Text Detection on Reuters (Claude)

85.2TPR @ FPR=1%

DNA-GPT-M

Updated 4d ago

Evaluation Results

Method	Links
DNA-GPT-M 2026.02		85.2	99.47
DNA-GPT 2026.02		76.76	99.21
DNA-GPT-M 2026.02		61.91	98.78
Likelihood-M 2026.02		31.96	90.57
Log-Rank-M 2026.02		31.78	89.98
Log-Rank-M 2026.02		29.73	89.55
Likelihood-M 2026.02		29.6	90.83
Log-Rank-M 2026.02		27.29	89.02
Likelihood-M 2026.02		26.71	90.39
Log-Rank 2026.02		24.58	85.68
Log-Rank 2026.02		24.58	85.68
DNA-GPT 2026.02		21.96	97.21
Likelihood 2026.02		19.42	86.46
Likelihood 2026.02		19.42	86.46
Likelihood 2026.02		19.38	86.45
Entropy-M 2026.02		18.09	83.33
Entropy-M 2026.02		17.42	83.14
Entropy-M 2026.02		9.24	56.78
DetectGPT-M 2026.02		8.27	75.78
DetectGPT-M 2026.02		6.27	57.53
Log-Rank 2026.02		4.93	28.3
Entropy 2026.02		4.36	76.24
Entropy 2026.02		4.36	76.24
DetectGPT-M 2026.02		4.18	73.92
DNA-GPT-M 2026.02		3.78	67.14
DNA-GPT 2026.02		1.96	43.56
FastGPT 2026.02		1.42	58.69
FastGPT 2026.02		1.42	58.69
FastGPT-M 2026.02		1.38	67.04
FastGPT-M 2026.02		0.89	66.72
DetectGPT 2026.02		0.62	41.99
FastGPT-M 2026.02		0.62	50.18
DetectGPT 2026.02		0.44	58.01
DetectGPT 2026.02		0.44	58.01
FastGPT 2026.02		0.09	41.31
Entropy 2026.02		0	23.76