Hallucination Detection on COCO-Caption (val) benchmark leaderboard · SOTA2 Research

Hallucination Detection on COCO-Caption (val)

77.11A-ROCRepProbing

Evaluation Results

Method	Links
RepProbing2026.01		77.11	66.14
VIB-Probe2026.01		76.83	70.52
VIB-Probe2026.01		75.24	66.51
VIB-Probe2026.01		75.16	69.32
VIB-Probe2026.01		74.95	67.29
DHCP2026.01		74.2	68.17
DHCP2026.01		74.14	67.64
DHCP2026.01		74.06	64.99
DHCP2026.01		72.98	64.73
VIB-Probe2026.01		72.55	62.82
RepProbing2026.01		72.33	62.56
RepProbing2026.01		71.92	64.99
RepProbing2026.01		71.83	62.64
MetaToken2026.01		70.89	61.2
DHCP2026.01		69.52	58.13
MetaToken2026.01		67.78	58.55
MetaToken2026.01		67.28	58.3
MetaToken2026.01		67.23	59.35
RepProbing2026.01		65.96	56.88
MetaToken2026.01		65.7	55.34
AvgEnt2026.01		60.21	35.26
AvgProb2026.01		59.05	34.18
AvgEnt2026.01		58.93	32.01
AvgProb2026.01		58.88	36.95
AvgProb2026.01		56.94	34.43
AvgEnt2026.01		56.78	33.2
AvgEnt2026.01		55.89	34.72
AvgProb2026.01		55.36	32.67
AvgProb2026.01		54.45	33.92
AvgEnt2026.01		52.08	30.81