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ResearchFormerly WizWand

Image Classification on COVIDx CRX-2 (500 samples)

91.56Mean AccuracyLS+WRN
83.832885.838987.84589.8511Jul 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LS+WRNInit.=TF, Parameterization=Equivariant2021.0791.560.52
LS+WRNInit.=TF, Parameterization=Canonical2021.0790.50.7
S+WRNInit.=TF, Parameterization=Fixed2021.0789.050.59
LS+LLInit.=TF, Parameterization=Canonical2021.0788.50.71
LS+WRNInit.=Rand, Parameterization=Canonical2021.0788.080.7
LS+LLInit.=TF, Parameterization=Equivariant2021.0787.560.94
LS+WRNInit.=Rand, Parameterization=Equivariant2021.0787.441.17
S+LLInit.=TF, Parameterization=Fixed2021.0787.20.77
S+WRNInit.=Rand, Parameterization=Fixed2021.0786.680.59
LS+LLInit.=Rand, Parameterization=Canonical2021.0786.450.95
ResNet-502021.0786.450.51
WRN-162021.0785.952.04
LS+LLInit.=Rand, Parameterization=Equivariant2021.0785.641.38
S+LLInit.=Rand, Parameterization=Fixed2021.0784.130.91