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Object Hallucination Detection on CLEVR

77.72AUROC

InsLen

Updated 2mo ago

Evaluation Results

Method	Links
InsLen 2026.05		77.72	98.95
InsLen 2026.05		75.52	99.84
InsLen 2026.05		74.01	95.74
SVAR 2026.05		73.01	98.61
Entropy 2026.05		72.67	97.11
SVAR 2026.05		70.71	93.25
GLSIM 2026.05		70.26	99.52
GLSIM 2026.05		68.47	94.63
Contextual Lens 2026.05		65.62	93.36
NLL 2026.05		64.34	93.25
Entropy 2026.05		64	98.73
NLL 2026.05		63.9	99.61
Entropy 2026.05		63.01	91.75
GLSIM 2026.05		62.71	97.95
InsLen 2026.05		62.34	55.37
SVAR 2026.05		62.09	50.95
InsLen 2026.05		61.32	50.76
Entropy 2026.05		60.93	50.42
NLL 2026.05		58.25	97.11
Contextual Lens 2026.05		56.89	97.88
Internal Conf. 2026.05		56.11	97.92
Internal Conf. 2026.05		53.76	90.28
Contextual Lens 2026.05		52.39	99.48
Entropy 2026.05		51.92	48.21
Internal Conf. 2026.05		51.79	99.4
SVAR 2026.05		51.23	99.46
SVAR 2026.05		50.82	44.22
NLL 2026.05		50.58	46.02
GLSIM 2026.05		50.31	49.81
NLL 2026.05		49.39	32.66
Contextual Lens 2026.05		49.32	45.26
GLSIM 2026.05		48.61	36.88
Contextual Lens 2026.05		47.68	35.14
Internal Conf. 2026.05		47.18	35.14
Internal Conf. 2026.05		41.72	38.72