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AI-generated text detection on Essay

99.99AUROC (GPT4All)

FourierGPT-Mult

Updated 16d ago

Evaluation Results

Method
FourierGPT-Mult 2026.05	99.99	99.97	99.94	99.99	64.41	-	92.86	-	-	-
AdaGPT-Mult 2026.05	99.98	99.91	99.67	99.99	86.94	-	97.3	-	-	-
FastGPT-Mult 2026.05	99.96	99.91	99.65	99.99	88.46	-	97.59	-	-	-
DetectGPT-Mult 2026.05	99.93	99.78	98.97	99.95	90.17	-	97.76	-	-	-
DetectLLM-Mult 2026.05	99.93	99.7	98.97	99.95	86.31	-	96.97	-	-	-
Likelihood-Mult 2026.05	99.92	99.81	99.18	99.95	91.94	-	98.16	-	-	-
Log-Rank-Mult 2026.05	99.86	99.71	98.79	99.93	90.95	-	97.85	-	-	-
Binoculars-Mult 2026.05	99.82	99.88	99.12	99.92	93.48	-	98.45	-	-	-
FourierGPT-M 2026.05	99.72	99.63	99.8	99.88	52.19	-	90.24	-	-	-
Lastde-M 2026.02	99.68	99.77	97.87	99.99	76.21	90.96	94.08	-	-	-
FourierGPT 2026.05	99.68	99.64	99.74	99.73	52.38	-	90.23	-	-	-
Entropy-Mult 2026.05	99.64	96.98	98.62	99.8	78.28	-	94.66	-	-	-
Lastde 2026.02	99.54	99.72	97.38	99.98	75.98	91.16	93.96	-	-	-
Binoculars-M 2026.05	99.36	99.85	96.39	99.7	95.94	-	98.25	-	-	-
Likelihood-M 2026.05	98.58	99.47	94.59	99.54	94.82	-	97.4	-	-	-
Log-Rank-M 2026.05	98.56	99.41	93.82	99.55	92.91	-	96.85	-	-	-
Binoculars 2026.05	98.56	99.46	95.66	99.88	93.25	-	97.36	-	-	-
Binoculars-M 2026.02	97.34	98.65	90.19	97.68	86.8	98.82	94.91	-	-	-
FourierGPT-M 2026.02	97.1	95.27	97.64	99.44	41.14	41.08	78.61	-	-	-
Log-Rank 2026.05	96.55	98.95	90.08	99.36	92.01	-	95.39	-	-	-
Binoculars 2026.02	96.33	98.59	88.57	99.57	87.21	98.84	94.85	-	-	-
Likelihood 2026.05	96.16	98.79	90.9	99.29	92.76	-	95.58	-	-	-
RepreGuard-M 2026.02	95.46	99.55	90.55	99.95	47.18	43.12	79.3	-	-	-
DetectGPT-M 2026.05	95.37	96.2	85.39	95.97	80.29	-	90.65	-	-	-
RepreGuard 2026.02	94.66	97.35	90.4	91.95	47.51	43.42	77.55	-	-	-
FourierGPT 2026.02	91.7	90.18	93.74	98.26	44.9	42.11	76.81	-	-	-
AdaGPT-M 2026.05	87.87	88.74	91.22	94.82	58.13	-	84.16	-	-	-
FastGPT-M 2026.05	87.22	91.56	82.61	95.36	59.29	-	83.21	-	-	-
AdaGPT 2026.05	86.14	87.18	89.55	92.69	58.49	-	82.81	-	-	-
Entropy-M 2026.05	83.52	93.28	81.11	91.44	87.96	-	87.46	-	-	-
Entropy 2026.05	74.19	89.49	73.26	84.11	86.58	-	81.53	-	-	-
DetectLLM-M 2026.05	73.19	67.31	59.03	73.56	46.57	-	63.93	-	-	-
FastGPT 2026.05	64.63	67.68	47.17	71.08	75.31	-	65.17	-	-	-
DetectLLM 2026.05	54.7	46.4	42.59	47.32	31.46	-	44.49	-	-	-
DetectGPT 2026.05	50.81	46.4	57.48	50.41	41.54	-	49.33	-	-	-
HC3 2026.02	-	-	-	-	-	-	-	25.6	49.6	0
Radar 2026.02	-	-	-	-	-	-	-	51.8	51.1	3.3
FastDetectGPT 2026.02	-	-	-	-	-	-	-	72.8	64.4	33
Binoculars 2026.02	-	-	-	-	-	-	-	83.5	70.5	41.9
Originality 2026.02	-	-	-	-	-	-	-	99.9	99.5	99.2
Pangram 2026.02	-	-	-	-	-	-	-	99.9	99.8	99.8
GPTZero 2026.02	-	-	-	-	-	-	-	99.9	99.8	99.7