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ResearchFormerly WizWand

Image Classification on CIFARTile (test)

30.33Test ErrorBOHNAS
28.499240.857153.21565.5729Nov 3, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BOHNASTraining protocol=NB201†2022.1130.33
BOHNASSearch Space=hierarchical, Selection=Best across three seeds2022.1130.33
BOHNASSearch Space=hierarchical, Selection=Mean2022.1132.28
Previous bestTraining protocol=NB201†2022.1135.75
NASBOWLSearch Space=hierarchical2022.1135.75
NASBOTSearch Space=hierarchical2022.1136.47
BOHNASSearch Space=hierarchical-variant, Selection=Mean2022.1137.44
RSSearch Space=hierarchical2022.1138.11
BOHNASSearch Space=hierarchical-variant, Selection=Best across three seeds2022.1139.2
NASWOTSearch Space=cell-based, N=10002022.1139.61
NASWOTSearch Space=cell-based, N=100002022.1139.9
ResNetSearch Space=hierarchical2022.1140.93
EfficientNetSearch Space=hierarchical, Variant=B02022.1140.99
NASWOTSearch Space=cell-based, N=1002022.1141.63
NASWOTSearch Space=cell-based, N=102022.1141.83
NASWOTSearch Space=hierarchical, N=1002022.1142.45
AREASearch Space=hierarchical2022.1143.31
NASWOTSearch Space=hierarchical, N=102022.1145.66
RESearch Space=hierarchical2022.1149.46
RSSearch Space=cell-based2022.1152.72
RESearch Space=cell-based2022.1152.79
NASBOWLSearch Space=cell-based2022.1152.81
BOHNASSearch Space=cell-based, Selection=Mean2022.1152.81
BOHNASSearch Space=cell-based, Selection=Best across three seeds2022.1153.18
DARTSSearch Space=hierarchical2022.1154.77
DrNASSearch Space=hierarchical2022.1155.15
ResNetSearch Space=cell-based, Backbone=ResNet-182022.1157.8
EfficientNetSearch Space=cell-based, Variant=B02022.1161.01
DARTSSearch Space=cell-based2022.1176.1