Hallucination Detection on SLAKE Open-Ended benchmark leaderboard · SOTA2 Research

Hallucination Detection on SLAKE Open-Ended

79.94AUCVIHD

Evaluation Results

Method	Links
VIHD2026.05		79.94	81.11
VIHD2026.05		75.36	88.61
VASE2026.05		74.41	79.12
VASE2026.05		72.37	85.06
V-Loop2026.01		67.68	84.01
RadFlag2026.01		64.93	58.76
V-Loop2026.01		61.87	68.6
SE2026.01		60.9	68.42
MaxEnt2026.05		60.45	68.22
AvgEnt2026.05		60.39	68.26
MaxProb2026.05		60.37	68.21
AvgProb2026.05		60.3	68.24
V-Loop2026.01		59.97	59.77
MaxEnt2026.01		59.53	54.51
RadFlag2026.01		59.18	63.57
AvgEnt2026.01		58.47	54.34
SE2026.01		58.24	54.03
RadFlag2026.05		57.07	77.14
MaxEnt2026.01		56.59	60.89
AvgEnt2026.01		55.98	60.72
MaxEnt2026.05		53.99	75.82
AvgEnt2026.05		53.97	75.82
AvgProb2026.05		53.94	75.76
MaxProb2026.05		53.93	75.75
RadFlag2026.01		53.29	75.05
MaxEnt2026.01		53.16	74.39
AvgEnt2026.01		53.13	74.38
SE2026.05		52.72	74.13
SE2026.01		50.58	73.61
RadFlag2026.05		50	59.02
SE2026.05		49.29	59.02
AvgProb2026.01		46.87	70.07
MaxProb2026.01		46.84	69.82
AvgProb2026.01		44.02	58.77
MaxProb2026.01		43.26	56.83
AvgProb2026.01		41.62	46.91
MaxProb2026.01		40.68	45.28