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Machine-Generated Text Detection on Reuters Dolly

38.62TPR @ FPR=1%

Likelihood-M

Updated 4d ago

Evaluation Results

Method	Links
Likelihood-M 2026.02		38.62	79.93
Log-Rank-M 2026.02		33.07	76.27
Log-Rank 2026.02		15.2	58.22
Likelihood 2026.02		12.53	58.77
Entropy-M 2026.02		12.27	55.94
DNA-GPT-M 2026.02		3.56	64.13
DetectGPT-M 2026.02		2.49	59.5
Entropy 2026.02		2.04	38.08
DNA-GPT 2026.02		1.69	35.96
FastGPT-M 2026.02		0.6151	0.9604
DNA-GPT-M 2026.02		0.5933	0.9731
Likelihood-M 2026.02		0.3591	0.7954
Log-Rank-M 2026.02		0.3458	0.7676
DNA-GPT 2026.02		0.1564	0.9582
Log-Rank 2026.02		0.152	0.5822
Entropy-M 2026.02		0.136	0.5654
Likelihood 2026.02		0.1253	0.5877
DetectGPT-M 2026.02		0.1169	0.6947
FastGPT 2026.02		0.04	17.55
FastGPT-M 2026.02		0.04	9.43
Entropy 2026.02		0.0204	0.3808
FastGPT 2026.02		0.0004	0.1755
DetectGPT 2026.02		0	0.7725
DetectGPT 2026.02		0	22.75