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LLM-generated text detection on DetectRL

97.97AUROC (Multi-Domain)

IRM

Updated 22d ago

Evaluation Results

Method	Links
IRM 2026.04		97.97	93.75	97.24	92.12	97.19	92.01	90.23	90.72	90.87	82.34	83.34	94.48	90.78	91.77	-
IRM 2026.04		97.31	92.51	97.25	92.15	97.21	91.69	91.68	90.67	91.37	78.59	80.97	93.85	88.85	91.08	-
ReMoDetect 2026.04		91.99	85.95	90.41	83.17	91.22	82.09	79.08	78.36	80.22	88.53	85.87	91.63	87.65	85.86	-
IRM 2026.04		90.52	84.67	89.01	83.18	88.7	82.13	81.1	79.36	81.47	74.28	76.78	82.61	76.18	82.31	-
IRM 2026.04		84.65	77.7	86.56	77.43	88.38	79.02	76.97	76.62	78.64	60.3	58.15	81.19	76.04	77.05	-
IRM 2026.04		74.42	58.02	73.08	59.05	73.7	62.13	55.77	57.7	61.15	42.54	41.77	69.61	58.49	60.57	-
RM-Deberta-v3-large-v2 2026.04		73.08	65.01	70.37	64.91	71.34	63.44	56.7	62.28	61.21	79.68	72.71	81.48	74.62	68.99	-
Skywork-Reward-V2 2026.04		71.33	62.97	70.67	66.15	68.23	65.85	59.06	65.59	63.23	45.41	61.78	39.32	23.98	58.74	-
Skywork-Reward-V2 2026.04		68.21	57.01	67.94	62.23	66.08	55.31	54.21	61.97	54.88	40.19	44.9	35.9	19.82	52.97	-
Skywork-Reward-V2 2026.04		63.48	48.47	63.33	57.78	60.32	41.35	44.5	56.99	32.58	34.77	49.65	30.52	6.91	45.43	-
GRM-gemma2-2B 2026.04		51.07	31.2	50.57	45.32	50.69	59.97	27.53	41.58	56.3	45.71	53.97	63.69	60.37	49.07	-
GRM-Llama3.2-3B 2026.04		45.47	21.27	46.15	22.85	48.56	30.8	19.12	19.63	29.15	46.81	49.99	60.71	54.64	38.09	-
GLTR 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	71.4
Fast-DetectGPT 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	73
Binoculars 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	64.8
RoBERTa-Large (OpenAI) 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	63.1
RoBERTa-ChatGPT 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	75.8
RADAR 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	76.5
ModernBERT-Detect 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	87.9
Human-as-Outlier 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	87.7
RepreGuard 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	69.4
MELD 2026.05		-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.5