Hallucination Detection on VQA-Med 2019 (All) benchmark leaderboard · SOTA2 Research

Hallucination Detection on VQA-Med 2019 (All)

78.1AUCVIHD

Evaluation Results

Method	Links
VIHD2026.05		78.1	60.39
VASE + V-Loop2026.01		76.1	61.76
RadFlag + V-Loop2026.01		75.92	60.79
VIHD2026.05		74.18	64.54
SE + V-Loop2026.01		74.14	57.67
VASE2026.05		72.99	57.41
VASE2026.01		72.07	54.18
V-Loop2026.01		70.55	55.82
RadFlag2026.01		70.25	55.28
RadFlag2026.01		70.25	55.28
MaxEnt2026.05		69.64	55.45
VASE + V-Loop2026.01		69.56	54.9
MaxProb2026.05		69.45	55.39
VASE2026.05		68.85	60.8
VASE + V-Loop2026.01		68.8	68.43
VASE2026.01		68.19	44.71
AvgProb2026.05		67.9	55
AvgEnt2026.05		67.72	55
RadFlag + V-Loop2026.01		67.23	65.22
VASE2026.01		67.09	57.33
RadFlag + V-Loop2026.01		67.02	53.91
SE2026.01		66.35	46.71
SE2026.01		66.35	46.71
SE + V-Loop2026.01		66.07	53.77
SE + V-Loop2026.01		66.01	65.62
V-Loop2026.01		65.66	65.03
V-Loop2026.01		63.28	52.15
RadFlag2026.01		62.95	50.14
RadFlag2026.01		62.95	50.14
MaxEnt2026.01		62.58	54.87
SE2026.01		60.91	48.78
SE2026.01		60.91	48.78
AvgEnt2026.01		60.17	47.9
MaxEnt2026.01		56.42	34.84
RadFlag2026.05		56.04	37.85
RadFlag2026.01		55.91	42.77
RadFlag2026.01		55.91	42.77
AvgEnt2026.01		55.42	35.4
MaxEnt2026.05		55.15	36.82
MaxProb2026.05		55.12	36.78
AvgProb2026.05		55.11	36.81
AvgEnt2026.05		55.11	36.9
MaxEnt2026.01		54.4	41.3
AvgEnt2026.01		54.36	41.31
SE2026.05		53.96	35.96
SE2026.01		51.9	38.72
SE2026.01		51.9	38.72
RadFlag2026.05		50	22.84
SE2026.05		47.42	21.43
AvgProb2026.01		45.64	48.61
MaxProb2026.01		45.6	47.82
AvgProb2026.01		44.41	38.33
MaxProb2026.01		43.64	35.69
AvgProb2026.01		39.74	37.45
MaxProb2026.01		38.09	32.09