Hallucination Detection on M-HalDetect (val) benchmark leaderboard · SOTA2 Research

Hallucination Detection on M-HalDetect (val)

89.98A-ROCVIB-Probe

Evaluation Results

Method	Links
VIB-Probe2026.01		89.98	82.35
VIB-Probe2026.01		88.36	81.23
DHCP2026.01		88.13	80.2
VIB-Probe2026.01		86.71	80.41
DHCP2026.01		86.51	78.87
VIB-Probe2026.01		85.17	80.79
DHCP2026.01		84.82	80.4
DHCP2026.01		84.76	78.52
VIB-Probe2026.01		83.33	77.26
MetaToken2026.01		82.02	71.14
MetaToken2026.01		81.23	73.56
RepProbing2026.01		80.92	71.13
DHCP2026.01		79.58	74.62
MetaToken2026.01		78.93	70.78
RepProbing2026.01		78.42	70.54
RepProbing2026.01		78.21	70.04
RepProbing2026.01		77.38	71.2
MetaToken2026.01		77.28	69.13
RepProbing2026.01		77.18	69.8
MetaToken2026.01		75.19	69.3
AvgProb2026.01		66.47	42.71
AvgEnt2026.01		63.52	41.39
AvgProb2026.01		60.21	40.36
AvgProb2026.01		59.92	40.39
AvgProb2026.01		59.01	39.54
AvgEnt2026.01		56.9	38.5
AvgEnt2026.01		55.9	37.52
AvgEnt2026.01		54.9	38.22
AvgProb2026.01		54	38.93
AvgEnt2026.01		53.27	36.87