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Uncertainty Quantification on SVHN (test)

100Accuracy

Updated 1mo ago

Evaluation Results

Method	Links
SR 2026.04		100
MetaErr 2026.04		100
MetaErr + SR 2026.04		100
MetaErr + SR 2026.04		98.39
MetaErr 2026.04		97.79
SR 2026.04		96.46
BALD 2026.04		89.3
DDU 2026.04		82.01
BALD 2026.04		79.89
Energy 2026.04		79.62
Energy 2026.04		78.8
DDU 2026.04		77.18
Energy 2026.04		68.99
DDU 2026.04		68.63
MetaErr + SR 2026.04		66.53
MetaErr 2026.04		65.19
SR 2026.04		63.19
BALD 2026.04		59.97
MetaErr + SR 2026.04		51.23
Energy 2026.04		48.98
MetaErr 2026.04		48.89
SR 2026.04		47.23
DDU 2026.04		46.98
MetaErr + SR 2026.04		40.78
BALD 2026.04		40.22
DDU 2026.04		39.87
MetaErr 2026.04		39.11
Energy 2026.04		38.93
SR 2026.04		37.45
MetaErr + SR 2026.04		34.59
MetaErr 2026.04		32.59
SR 2026.04		31.73
Energy 2026.04		30.99
DDU 2026.04		30.12
BALD 2026.04		30.04
MetaErr + SR 2026.04		28.94
MetaErr 2026.04		27.94
SR 2026.04		25.6
MetaErr + SR 2026.04		24.81
BALD 2026.04		24.78
MetaErr 2026.04		24.44
Energy 2026.04		24.1
BALD 2026.04		23.28
DDU 2026.04		23.18
SR 2026.04		23.11
DDU 2026.04		22.88
MetaErr + SR 2026.04		22.17
Energy 2026.04		22.13
MetaErr 2026.04		21.73
SR 2026.04		21.26
Energy 2026.04		21.14
BALD 2026.04		21.1
DDU 2026.04		20.45
Random 2026.04		20.14
BALD 2026.04		20.03
Random 2026.04		19.91
Random 2026.04		19.82
Random 2026.04		19.75
Random 2026.04		19.61
Random 2026.04		19.61
Random 2026.04		19.57
Random 2026.04		19.55
BALD 2026.04		19.55
MC Dropout 2026.04		19.55
SR 2026.04		19.55
Energy 2026.04		19.55
DDU 2026.04		19.55
MetaErr 2026.04		19.55
MetaErr + SR 2026.04		19.55
Random 2026.04		19.54
Random 2026.04		19.54
MC Dropout 2026.04		19.17
MC Dropout 2026.04		19.16
MC Dropout 2026.04		19.15
MC Dropout 2026.04		19.11
MC Dropout 2026.04		19.06
MC Dropout 2026.04		19.04
MC Dropout 2026.04		19.01
MC Dropout 2026.04		18.83
MC Dropout 2026.04		18.79