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ResearchFormerly WizWand

KNN Classification on MNIST (k=1)

97.85Accuracy (k=1)VAE
35.24251.49667.7584.004Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
VAEDimension=642020.0997.85
AEDimension=642020.0997.48
PCADimension=642020.0997.07
Parametric t-SNEDimension=642020.0996.97
PHATEDimension=642020.0996.34
IVISDimension=642020.0995.88
Parametric UMAPDimension=642020.0995.18
UMAP/AEDimension=642020.0994.81
UMAPDimension=642020.0994.49
t-SNEDimension=22020.0994.11
UMAP/AEDimension=22020.0994.03
Parametric UMAPDimension=22020.0994.02
UMAPDimension=22020.0993.17
Parametric t-SNEDimension=22020.0991.18
PHATEDimension=22020.0976.84
AEDimension=22020.0976.47
VAEDimension=22020.0972.41
SCVISDimension=22020.0968.8
IVISDimension=22020.0963.69
PCADimension=22020.0937.65