Share your thoughts, 1 month free Claude Pro on usSee more

Machine-Generated Text Detection on TruthfulQA

94.85TPR@FPR-1%

DetectGPT-E

Updated 1mo ago

Evaluation Results

Method	Links
DetectGPT-E 2026.02		94.85	97.23
Log-Rank-E 2026.02		90.55	97.56
FastGPT-E 2026.02		89.8	97.68
DetectGPT-E 2026.02		86.91	93.82
Entropy-E 2026.02		84.65	97.45
DetectGPT-E 2026.02		84.14	91.37
FastGPT-E 2026.02		83.8	96.47
Log-Rank-E 2026.02		83.57	96.36
DetectGPT-E 2026.02		82.31	90.38
Log-Rank-E 2026.02		79.26	95.1
Entropy-E 2026.02		78.87	96.83
Entropy-E 2026.02		78.44	95.17
FastGPT-E 2026.02		76.32	94.84
Likelihood-E 2026.02		75.91	97.14
DetectGPT-E 2026.02		75.67	86.96
Log-Rank-E 2026.02		75.39	93.54
FastGPT-E 2026.02		74.64	94.26
Log-Rank-E 2026.02		70.16	91.48
Entropy-E 2026.02		69.52	95.42
FastGPT-E 2026.02		68.48	91.68
Entropy-E 2026.02		67.35	92.49
DetectGPT-E 2026.02		59.52	78.97
Likelihood-E 2026.02		56.89	92.72
Likelihood-E 2026.02		54.79	94.37
Entropy-E 2026.02		52.7	84.57
Likelihood-E 2026.02		52.17	83.7
Likelihood-E 2026.02		51.83	91.46
FastGPT-E 2026.02		49.06	84.02
Log-Rank-E 2026.02		47.74	84.16
DetectGPT-E 2026.02		46.3	70.03
Log-Rank-E 2026.02		44.48	82.14
Likelihood-E 2026.02		42.04	94.2
Log-Rank 2026.02		40.17	82.55
Entropy-E 2026.02		39.94	85.48
Likelihood 2026.02		38.45	84.67
FastGPT-E 2026.02		37.25	82.8
Likelihood-E 2026.02		29.17	86.61
Entropy 2026.02		24.3	79.29
DetectGPT 2026.02		21.66	75.73
DNAGPT-E 2026.02		21.47	92.16
FastGPT 2026.02		21.2	82.61
DNAGPT-E 2026.02		20.39	92.96
DNAGPT-E 2026.02		15.68	90.18
DNAGPT-E 2026.02		15.19	88.32
DNAGPT-E 2026.02		13.99	90.9
DNAGPT-E 2026.02		11.52	79.81
DNAGPT 2026.02		10.37	77.49
DNAGPT-E 2026.02		8.08	83.92