Hallucination Detection on AMBER sampled 5k benchmark leaderboard · SOTA2 Research

Hallucination Detection on AMBER sampled 5k

85.99A-ROCVIB-Probe

Evaluation Results

Method	Links
VIB-Probe2026.01		85.99	85.91
VIB-Probe2026.01		85.51	85.82
DHCP2026.01		84.77	83.64
DHCP2026.01		84.77	83.98
VIB-Probe2026.01		84.46	84.28
DHCP2026.01		83.7	82.95
VIB-Probe2026.01		83.4	82.94
DHCP2026.01		83.18	82.27
VIB-Probe2026.01		82.95	82.43
DHCP2026.01		82.07	81.89
RepProbing2026.01		77.53	76.82
MetaToken2026.01		75.59	75.1
RepProbing2026.01		75.35	74.74
RepProbing2026.01		74.94	74.3
MetaToken2026.01		74.71	74.63
RepProbing2026.01		74.61	74.52
MetaToken2026.01		74.6	75.2
MetaToken2026.01		74.46	74.81
MetaToken2026.01		74.18	73.39
RepProbing2026.01		72.25	71.11
AvgEnt2026.01		66.42	66.8
AvgEnt2026.01		65.48	62.2
AvgProb2026.01		64.81	63.79
AvgProb2026.01		64.74	60.28
AvgProb2026.01		64.51	63.33
AvgEnt2026.01		63.8	62.49
AvgProb2026.01		63.44	60.83
AvgEnt2026.01		62.05	62.43
AvgEnt2026.01		61.25	58.53
AvgProb2026.01		59.68	55.9