Clustering on YTF benchmark leaderboard · SOTA2 Research

Clustering on YTF

0.98NMITDEC

Evaluation Results

Method	Links
TDEC2026.03		0.98	0.95
IDCL2026.03		0.975	0.956
EDESC2026.03		0.939	0.855
EDESC2026.03		0.939	0.855
DEC2026.03		0.938	0.715
IDEC2026.03		0.932	0.7
DeepDPM2026.03		0.93	0.821
DeepDPM2026.03		0.93	0.821
DipDECK2026.03		0.926	0.797
DipDECK2026.03		0.926	0.797
ASPC-DA2026.03		0.899	0.792
DEC2026.03		0.881	0.715
IDEC2026.03		0.87	0.7
JULE-SF2016.04		0.848	—
JULE-RC2016.04		0.848	—
JULE-SF2017.04		0.848	0.684
JULE-RC2017.04		0.848	0.684
SR-K-means2018.10		0.806	0.605
DEPICT2017.04		0.802	0.621
DEPICT2018.10		0.802	0.611
MI-ADM2018.10		0.801	0.606
K-means2017.04		0.776	0.601
K-means2016.04		0.761	—
SC-LS2016.04		0.759	—
SC-LS2017.04		0.759	0.544
SC-NJW2016.04		0.752	—
N-Cuts2016.04		0.742	—
N-Cuts2017.04		0.742	0.536
AC-Link2016.04		0.738	—
AC-Zell2016.04		0.733	—
NMF-LP2016.04		0.72	—
AC-PIC2016.04		0.697	—
AC-PIC2017.04		0.697	0.472
AC-GDL2016.04		0.622	—
AC-GDL2017.04		0.622	0.43
SC-ST2016.04		0.62	—
SC-ST2017.04		0.62	0.29
NMF-D2016.04		0.569	—
NMF-D2017.04		0.562	0.536
DEC2017.04		0.446	0.371
DEC (KL based)2018.10		0.446	0.371