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ResearchFormerly WizWand

Image Classification on COVIDx CRX-2 (1000 samples)

93.97Mean AccuracyLS+WRN
86.513288.449190.38592.3209Jul 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LS+WRNInit.=TF, Parameterization=Equivariant2021.0793.970.34
LS+WRNInit.=TF, Parameterization=Canonical2021.0793.680.35
S+WRNInit.=TF, Parameterization=Fixed2021.0791.90.54
LS+WRNInit.=Rand, Parameterization=Canonical2021.0791.650.55
LS+WRNInit.=Rand, Parameterization=Equivariant2021.0791.40.67
ResNet-502021.0790.860.57
S+WRNInit.=Rand, Parameterization=Fixed2021.0790.60.5
LS+LLInit.=TF, Parameterization=Canonical2021.0789.90.4
LS+LLInit.=Rand, Parameterization=Canonical2021.0789.70.65
S+LLInit.=TF, Parameterization=Fixed2021.0789.230.69
LS+LLInit.=TF, Parameterization=Equivariant2021.0789.150.6
WRN-162021.0788.821.64
LS+LLInit.=Rand, Parameterization=Equivariant2021.0787.980.55
S+LLInit.=Rand, Parameterization=Fixed2021.0786.80.41