Hallucination detection on Dolly AC (test) benchmark leaderboard · SOTA2 Research

Hallucination detection on Dolly AC (test)

81.59AUCTPA

Evaluation Results

Method	Links
TPA2025.12		81.59	97.41	80.75
TPA2025.12		76.08	65.61	75.29
TSV2025.12		75.52	59.52	60.43
TSV2025.12		74.54	87.28	76.84
Novo2025.12		74.18	58.54	63.16
TSV2025.12		73.47	64.67	66.95
TPA2025.12		71.34	78.97	75.27
Novo2025.12		69.09	72.22	69.03
Novo2025.12		64.23	80.7	72.44
ReDeEP2025.12		58.42	85.18	76.03
ReDeEP2025.12		51.36	82.45	78.33
ChainPoll2025.12		47.58	43.64	60
ReDeEP2025.12		36.52	83.92	71
RAGAS2025.12		36.28	80	52.46
ChainPoll2025.12		35.02	41.38	55.81
Trulens2025.12		33.52	36.59	51.72
Trulens2025.12		31.98	55.17	66.67
EigenScore2025.12		29.48	81.81	72
RAGAS2025.12		28.77	53.45	63.92
RefCheck2025.12		28.69	25.45	39.44
RAGAS2025.12		28.4	41.82	54.76
SEP2025.12		28.23	65.45	69.23
ChainPoll2025.12		26.91	34.15	45.16
SEP2025.12		26.05	62.16	70.23
Trulens2025.12		25.65	38.18	49.41
RefCheck2025.12		24.94	39.66	54.12
EigenScore2025.12		24.28	75	72.41
EigenScore2025.12		20.65	71.42	59.52
ITI2025.12		6.46	53.85	67.12
SEP2025.12		6.39	68.29	68.29
ITI2025.12		4.42	58.16	62.81
ITI2025.12		0.24	30.91	42.5
RefCheck2025.12		-0.89	19.51	27.59