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ResearchFormerly WizWand

Clustering on USPS

0.964AccuracyDEPICT
0.2164480.4105240.60460.798676Apr 13, 2016Dec 14, 2017Aug 16, 2019Apr 17, 2021Dec 18, 2022Aug 19, 2024Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DEPICT# runs=5, Clustering domain=learned features2026.040.964
OURS-RCInput=image intensities2016.040.95
JULE# runs=3, Clustering domain=learned features2026.040.95
OURS-SFInput=image intensities2016.040.922
DSCDAN# runs=10, Clustering domain=learned features2026.040.869
AC-GDLInput=image intensities2016.040.867
DTI-Clustering# runs=10, Clustering domain=pixels2026.040.864
AC-PICInput=image intensities2016.040.855
Ours-C# runs=10, Clustering domain=pixels, Number of layers=1 layer2026.040.853
U-SENC2019.030.7817
SHINE-FSFeature selection ratio=20%2025.110.7532
LSC-K2019.030.6842
SC-LSInput=image intensities2016.040.659
K-means# runs=10, Clustering domain=pixels2026.040.653
U-SPEC2019.030.6376
SC2019.030.6274
LSC-R2019.030.6078
UKMFSFeature selection ratio=20%2025.110.6075
SDFSFeature selection ratio=20%2025.110.5996
JMVFGFeature selection ratio=20%2025.110.5871
AC-ZellInput=image intensities2016.040.575
EUMFSFeature selection ratio=20%2025.110.5438
ESCG2019.030.5347
NMF-LPInput=image intensities2016.040.522
Nystrom2019.030.5109
FastESC2019.030.488
EulerSC2019.030.4779
k-means2019.030.4725
K-meansInput=image intensities2016.040.467
AC-LinkInput=image intensities2016.040.421
SC-NJWInput=image intensities2016.040.413
CCSFSFeature selection ratio=20%2025.110.3624
CDMvFSFeature selection ratio=20%2025.110.3563
TLR-MUFSFeature selection ratio=20%2025.110.3559
CFSMOFeature selection ratio=20%2025.110.3556
AllFeaFeature selection ratio=20%2025.110.355
HSLFeature selection ratio=20%2025.110.3548
LPScoreFeature selection ratio=20%2025.110.3546
GCDUFSFeature selection ratio=20%2025.110.3215
N-CutsInput=image intensities2016.040.314
SC-STInput=image intensities2016.040.308
GAWFSFeature selection ratio=20%2025.110.2452