Hallucination Detection on VQA-RAD (All) benchmark leaderboard · SOTA2 Research

Hallucination Detection on VQA-RAD (All)

78.23AUCVIHD

Evaluation Results

Method	Links
VIHD2026.05		78.23	80.82
VIHD2026.05		71.58	70.86
VASE2026.05		69.62	69.35
CEBaG2026.03		67.7	67.6
CEBaG2026.03		66.9	58.2
VASE2026.05		66.23	71.51
RadFlag2026.01		63.99	57.98
AvgProb2026.03		63.6	56.2
CEBaG2026.03		62.1	50
MaxEnt2026.01		61.59	57.14
MaxProb2026.05		61.17	66.98
MaxEnt2026.05		61.12	66.98
V-Loop2026.01		60.98	58.15
CEBaG2026.03		60.8	64.6
V-Loop2026.01		60.3	66.91
AvgProb2026.05		60.13	67.02
SE2026.01		60.04	56.01
RadFlag2026.03		60	63.5
AvgEnt2026.01		59.67	54.34
AvgEnt2026.05		59.32	66.88
VASE2026.03		58.9	66.1
AvgProb2026.03		58.8	48.7
RadFlag2026.01		58.69	57.94
SE2026.03		58.3	65.1
SE2026.03		58.1	50.7
VASE2026.03		57.6	59.9
VASE2026.03		57.6	49.3
RadFlag2026.03		56.8	48.1
SE2026.01		56.65	59.76
MaxEnt2026.01		56.11	58.97
AvgEnt2026.01		55.6	58.33
VASE2026.03		54.8	51.5
AvgEnt2026.05		54.8	59.34
MaxEnt2026.05		54.74	59.33
AvgProb2026.05		54.72	59.29
MaxProb2026.05		54.71	59.3
RadFlag2026.03		54.7	58.9
RadFlag2026.03		54.3	46.3
SE2026.03		53.4	48.6
RadFlag2026.05		52.94	58.94
SE2026.03		52.2	58
MaxEnt2026.01		51.76	60.96
AvgEnt2026.01		51.73	60.96
RadFlag2026.01		51.55	59.29
SE2026.01		50.96	59.16
SE2026.05		50.92	55.27
V-Loop2026.01		50.04	62.84
RadFlag2026.05		50	61.26
SE2026.05		49.48	62.24
AvgProb2026.01		48.27	56.36
MaxProb2026.01		48.24	55.44
AvgProb2026.01		44.49	54.25
MaxProb2026.01		43.71	53.12
AvgProb2026.03		42.9	54.6
AvgProb2026.01		39.77	43.33
AvgProb2026.03		39.3	52.2
MaxProb2026.01		38.66	40.72