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ResearchFormerly WizWand

Dimensionality Reduction on CIFAR10 (AUC RNX)

0.7473AUC RNXPCA
-0.0296840.1720330.373750.575467Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PCATarget Dimension=642020.090.7473
AETarget Dimension=642020.090.6449
P. t-SNETarget Dimension=642020.090.5846
VAETarget Dimension=642020.090.4022
IVISTarget Dimension=642020.090.2438
t-SNETarget Dimension=22020.090.232
UMAPTarget Dimension=642020.090.2281
UMAP/AETarget Dimension=642020.090.224
P. UMAPTarget Dimension=642020.090.2197
PCATarget Dimension=22020.090.1718
UMAP/AETarget Dimension=22020.090.1666
UMAPTarget Dimension=22020.090.1664
P. UMAPTarget Dimension=22020.090.1631
PHATETarget Dimension=642020.090.163
SCVISTarget Dimension=22020.090.1619
VAETarget Dimension=22020.090.1559
PHATETarget Dimension=22020.090.145
AETarget Dimension=22020.090.1374
P. t-SNETarget Dimension=22020.090.1363
IVISTarget Dimension=22020.090.1003
SCVISTarget Dimension=642020.090.0002