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LLM-generated text detection on EvoBench

95.66LLaMA3 Score

DetectRouter

Updated 4d ago

Evaluation Results

Method	Links
DetectRouter 2026.02		95.66	80.82	94.22	94.29	93.79	94.16	83.01	90.85
TSD+ 2026.01		94.5	83.42	87.12	85.68	87.4	85	74.48	85.37
Fast-DetectGPT 2026.02		94.17	80.27	81.57	74.89	80.48	75.58	80.1	81.01
Fast-Detect 2026.01		94.17	80.27	81.57	74.89	80.48	75.58	71.96	79.85
LV 2026.01		92.57	79.79	82.51	84.88	84.64	83.58	74.55	83.22
TSD 2026.01		92.33	80.91	85.2	84.55	84.06	82.93	73.58	83.36
DD 2026.01		91.12	80.77	82.56	80.57	79.86	78.48	71.78	80.73
Lastde 2026.02		90.8	80.54	76.75	71.34	76.5	71.51	69.2	76.66
Lastde 2026.01		90.8	80.54	76.75	71.34	76.5	71.51	69.2	76.66
Likelihood 2026.02		88.84	61.68	79.7	77.8	78.89	77.8	77.4	77.44
Likelihood 2026.01		88.84	61.68	79.7	77.8	78.89	77.8	77.4	77.44
LogRank 2026.02		86.47	59.99	77.37	76.8	75.99	74.87	76.1	75.37
Log-Rank 2026.01		86.47	59.99	77.37	76.8	75.99	74.87	76.1	75.37
Diveye 2026.02		84.65	73.46	74.21	73.32	74.06	72.28	68.85	74.4
Diveye 2026.01		84.65	73.46	74.21	73.32	74.06	72.28	68.85	74.4
UCE 2026.02		75.62	61.35	68.72	62.04	61.28	59.38	63.63	64.57
UCE 2026.01		75.62	61.35	68.72	62.04	61.28	59.38	63.63	64.57
Supervised 2026.02		74.96	66.88	73.38	77.66	62.07	76.16	66.49	71.26
Rank 2026.02		68.49	58.38	64.5	64.64	64.46	63.43	55.06	62.71
Rank 2026.01		68.49	58.38	64.5	64.64	64.46	63.43	55.06	62.71
LLR 2026.02		66.46	49.61	61.73	60.57	59.12	58.43	63.08	59.86
LLR 2026.01		66.46	49.61	61.73	60.57	59.12	58.43	63.08	59.86
FourierGPT 2026.02		63.99	57.23	58.2	55.52	56.69	55.16	64.39	58.74
FourierGPT 2026.01		63.99	57.23	58.2	55.52	56.69	55.16	64.39	58.74
Entropy 2026.02		28.85	57.58	33.61	35.43	38.34	38.1	30.34	37.46
Entropy 2026.01		28.85	57.58	33.61	35.43	38.34	38.1	30.34	37.46