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ResearchFormerly WizWand

Image Classification on COVIDx CRX-2 (100 samples)

83.06Mean AccuracyLS+LL
73.679276.114678.5580.9854Jul 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LS+LLInit.=TF, Parameterization=Equivariant2021.0783.061.53
LS+LLInit.=TF, Parameterization=Canonical2021.0782.31.78
LS+WRNInit.=TF, Parameterization=Equivariant2021.0781.862.07
LS+WRNInit.=TF, Parameterization=Canonical2021.0781.21.73
S+LLInit.=TF, Parameterization=Fixed2021.0781.081.88
LS+WRNInit.=Rand, Parameterization=Canonical2021.0780.951.54
S+WRNInit.=TF, Parameterization=Fixed2021.0780.851.85
S+WRNInit.=Rand, Parameterization=Fixed2021.0780.631.73
WRN-162021.0780.51.15
LS+WRNInit.=Rand, Parameterization=Equivariant2021.0780.121.76
LS+LLInit.=Rand, Parameterization=Canonical2021.0776.851.5
LS+LLInit.=Rand, Parameterization=Equivariant2021.0776.731.57
S+LLInit.=Rand, Parameterization=Fixed2021.0776.081.56
ResNet-502021.0774.041.35