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ResearchFormerly WizWand

Hallucination Detection on VQA-Med Open-Ended 2019

78.65AUCVIHD

Evaluation results

Method	Links
VIHD2026.05		78.65	59.64
VASE2026.05		75.09	54.3
VIHD2026.05		74.71	64.11
V-Loop2026.01		72.86	56.58
V-Loop2026.01		71.93	66.33
MaxEnt2026.05		71.67	52.74
MaxProb2026.05		71.45	51.86
AvgProb2026.05		70.48	51.56
AvgEnt2026.05		70.43	51.68
VASE2026.05		69.57	56.77
RadFlag2026.01		67.69	53.58
SE2026.01		66.18	52.19
V-Loop2026.01		66.02	50.92
RadFlag2026.01		64.91	36.42
MaxEnt2026.01		63.81	46.94
SE2026.01		61.88	47.02
AvgEnt2026.01		60.46	42.05
MaxEnt2026.01		58.58	33.58
RadFlag2026.05		57.3	35.91
AvgEnt2026.01		56.94	32.85
AvgEnt2026.05		55.68	35.63
MaxEnt2026.05		55.64	35.59
AvgProb2026.05		55.61	35.54
MaxProb2026.05		55.59	35.54
RadFlag2026.01		55.24	40.67
SE2026.05		54.27	34.69
MaxEnt2026.01		54.13	40
AvgEnt2026.01		54.07	39.98
SE2026.01		51.8	39.39
RadFlag2026.05		50	21.74
SE2026.05		47.53	19.58
AvgProb2026.01		45.93	46.15
MaxProb2026.01		45.87	44.81
AvgProb2026.01		42.96	35.43
MaxProb2026.01		41.28	30
AvgProb2026.01		38.89	33.64
MaxProb2026.01		36.44	28.27