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Machine-Generated Text Detection on Reuters (test)

99.87TPR@FPR=1%

DNA-GPT-M

Updated 4d ago

Evaluation Results

Method
DNA-GPT-M 2026.02	99.87	99.94	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	99.24	99.89	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	98.4	99.88	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	97.51	99.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	94.23	99.57	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	89.07	99.53	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT 2026.02	85.2	99.51	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DNA-GPT-M 2026.02	81.29	98.39	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Log-Rank-M 2026.02	73.82	95.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Log-Rank-M 2026.02	71.39	93.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Likelihood-M 2026.02	67.63	93.05	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FastGPT-M 2026.02	61.69	96.46	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Likelihood-M 2026.02	61.42	93.74	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DetectGPT-M 2026.02	40.89	87.58	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FastGPT-M 2026.02	30.56	83.09	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Log-Rank 2026.02	29.91	78.39	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DetectGPT-M 2026.02	25.24	77.65	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Likelihood 2026.02	19.47	75.19	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Entropy-M 2026.02	17.42	70.31	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Entropy 2026.02	6.18	72.48	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FastGPT 2026.02	3.56	76.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DetectGPT 2026.02	0	75.62	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Likelihood 2026.02	-	-	19.78	81.07	12.49	94.44	19.42	90.36	52.93	75.19	97.55	58.77	99.62	86.46	98.42	86
Likelihood-M 2026.02	-	-	41.42	86.84	31.47	98.58	20.84	91.56	61.79	87.15	98.44	77.92	99.95	87.99	98.69	91.69
Log-Rank 2026.02	-	-	29.96	86.22	15.2	97.33	24.58	93.2	57.75	78.39	97.77	58.22	99.61	85.68	98.67	86.39
Log-Rank-M 2026.02	-	-	62.4	90.49	33.82	98.22	30.44	94.13	68.25	93.39	98.68	76.11	99.75	89.7	98.99	92.77
Entropy 2026.02	-	-	4.89	0.36	10.49	0.44	0.58	1.38	3.02	62.76	40.53	56.16	49.39	33.61	30.23	45.45
Entropy-M 2026.02	-	-	6.13	17.2	13.11	9.73	18.76	33.87	16.47	54.3	79.38	55.89	69.08	83.03	89.77	71.91
DetectGPT 2026.02	-	-	0	0	0	0	0.44	0.04	0.08	75.62	57.18	77.25	61.97	58.01	20.42	58.41
DetectGPT-M 2026.02	-	-	40.53	14.18	45.73	38.98	2.18	5.47	24.51	87.17	77.46	86.14	89.36	57.83	64.4	77.06
FastGPT 2026.02	-	-	0.31	2.04	0.04	3.16	1.42	23.51	5.08	23.5	60.44	17.55	66.79	58.69	88.71	52.61
FastGPT-M 2026.02	-	-	56.04	17.07	61.51	26.67	0.89	1.29	27.24	96.27	89.98	96.07	92.13	66.74	56.05	82.87
DNA-GPT 2026.02	-	-	27.96	66.84	16	85.51	20.49	80.4	49.53	97.1	98.94	95.56	99.29	96.95	99.22	97.85
DNA-GPT-M 2026.02	-	-	82.89	94.93	56.31	98.98	57.78	96.53	81.24	99.33	99.72	97.15	99.82	98.68	99.77	99.08