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Clustering on YTF

0.98NMI

TDEC

Updated 11d ago

Evaluation Results

Method	Links
TDEC 2026.03		0.98	0.95
IDCL 2026.03		0.975	0.956
EDESC 2026.03		0.939	0.855
EDESC 2026.03		0.939	0.855
DEC 2026.03		0.938	0.715
IDEC 2026.03		0.932	0.7
DeepDPM 2026.03		0.93	0.821
DeepDPM 2026.03		0.93	0.821
DipDECK 2026.03		0.926	0.797
DipDECK 2026.03		0.926	0.797
ASPC-DA 2026.03		0.899	0.792
DEC 2026.03		0.881	0.715
IDEC 2026.03		0.87	0.7
JULE-SF 2016.04		0.848	-
JULE-RC 2016.04		0.848	-
JULE-SF 2017.04		0.848	0.684
JULE-RC 2017.04		0.848	0.684
SR-K-means 2018.10		0.806	0.605
DEPICT 2017.04		0.802	0.621
DEPICT 2018.10		0.802	0.611
MI-ADM 2018.10		0.801	0.606
K-means 2017.04		0.776	0.601
K-means 2016.04		0.761	-
SC-LS 2016.04		0.759	-
SC-LS 2017.04		0.759	0.544
SC-NJW 2016.04		0.752	-
N-Cuts 2016.04		0.742	-
N-Cuts 2017.04		0.742	0.536
AC-Link 2016.04		0.738	-
AC-Zell 2016.04		0.733	-
NMF-LP 2016.04		0.72	-
AC-PIC 2016.04		0.697	-
AC-PIC 2017.04		0.697	0.472
AC-GDL 2016.04		0.622	-
AC-GDL 2017.04		0.622	0.43
SC-ST 2016.04		0.62	-
SC-ST 2017.04		0.62	0.29
NMF-D 2016.04		0.569	-
NMF-D 2017.04		0.562	0.536
DEC 2017.04		0.446	0.371
DEC (KL based) 2018.10		0.446	0.371