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ResearchFormerly WizWand

KNN Classification on FMNIST (k=1)

87.47Accuracy (k=1)VAE
42.95854.51466.0777.626Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
VAEDimension=642020.0987.47
AEDimension=642020.0986.71
PCADimension=642020.0983.98
Parametric t-SNEDimension=642020.0983
IVISDimension=642020.0981.88
t-SNEDimension=22020.0978.25
PHATEDimension=642020.0978.24
UMAP/AEDimension=642020.0977.72
UMAPDimension=642020.0976.82
Parametric UMAPDimension=642020.0974.31
UMAPDimension=22020.0971.44
UMAP/AEDimension=22020.0970.83
Parametric UMAPDimension=22020.0969.41
Parametric t-SNEDimension=22020.0968.34
AEDimension=22020.0968.16
PHATEDimension=22020.0966.55
VAEDimension=22020.0966.46
SCVISDimension=22020.0961.65
IVISDimension=22020.0961.08
PCADimension=22020.0944.67