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ResearchFormerly WizWand

Image Classification on AddNIST (test)

4.27Test ErrorBOHNAS
1.512420.126238.7457.3538Nov 3, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BOHNASSearch Space=hierarchical-variant, Selection=Mean2022.114.27
BOHNASSearch Space=hierarchical-variant, Selection=Best across three seeds2022.114.57
BOHNASSearch Space=hierarchical, Selection=Mean2022.116.09
BOHNASSearch Space=hierarchical, Selection=Best across three seeds2022.116.33
RSSearch Space=hierarchical2022.117.4
NASBOTSearch Space=hierarchical2022.117.45
EfficientNetSearch Space=hierarchical, Variant=B12022.117.56
RESearch Space=cell-based2022.117.69
ResNetSearch Space=cell-based, Backbone=ResNet-342022.117.78
RSSearch Space=cell-based2022.117.82
NASBOWLSearch Space=cell-based2022.117.86
BOHNASSearch Space=cell-based, Selection=Mean2022.117.86
BOHNASSearch Space=cell-based, Selection=Best across three seeds2022.118.04
ResNetSearch Space=hierarchical2022.118.05
NASBOWLSearch Space=hierarchical2022.118.2
DrNASSearch Space=hierarchical2022.119.92
NASWOTSearch Space=cell-based, N=102022.1110.11
DARTSSearch Space=hierarchical2022.1110.18
NASWOTSearch Space=cell-based, N=10002022.1110.68
NASWOTSearch Space=cell-based, N=100002022.1110.72
NASWOTSearch Space=cell-based, N=1002022.1110.75
RESearch Space=hierarchical2022.1111.81
EfficientNetSearch Space=cell-based, Variant=B12022.1113.24
NASWOTSearch Space=hierarchical, N=102022.1113.57
AREASearch Space=hierarchical2022.1114.47
NASWOTSearch Space=hierarchical, N=1002022.1114.82
DARTSSearch Space=cell-based2022.1173.21