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Clustering on MNIST 10K (ARI, AMI)

0.98ARI

Ours

Updated 1mo ago

Evaluation Results

Method	Links
Ours 2026.06		0.98	-
TBM-P 2026.05		0.961	0.968
LS 2026.06		0.95	-
DBSCAN 2026.06		0.91	-
SR-PCM-HDP 2026.05		0.832	0.88
S-KM 2026.06		0.82	-
DEC 2026.06		0.82	-
KM 2026.06		0.81	-
GMM 2026.06		0.81	-
COP-KM 2026.06		0.81	-
Agg 2026.06		0.81	-
DipEnc 2026.06		0.81	-
PHIDA 2026.05		0.8	0.891
C-KM 2026.06		0.79	-
DipNSub 2026.06		0.79	-
PHIDA 2026.05		0.736	0.86
IDAT 2026.05		0.677	0.806
CAEA 2026.05		0.666	0.826
IDAT 2026.05		0.644	0.793
SOINN+ 2026.05		0.602	0.703
GNG 2026.05		0.573	0.759
GNG 2026.05		0.565	0.774
CAE 2026.05		0.557	0.732
SOINN+ 2026.05		0.48	0.739
G-CEALS 2026.05		0.442	0.69
DDVFA 2026.05		0.371	0.569
CAEA 2026.05		0.363	0.598
CAE 2026.05		0.322	0.624
TableDC 2026.05		0.313	0.583
TC 2026.05		0.294	0.694
DDVFA 2026.05		0	0