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ResearchFormerly WizWand

Clustering on MNIST 10K (ARI, AMI)

0.98ARIOurs
-0.03920.22540.490.7546May 9, 2026May 15, 2026May 22, 2026May 28, 2026Jun 4, 2026Jun 10, 2026Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Oursruns=averaged over ten runs2026.060.98—
TBM-P2026.050.9610.968
LSruns=averaged over ten runs2026.060.95—
DBSCANruns=averaged over ten runs2026.060.91—
SR-PCM-HDP2026.050.8320.88
S-KMruns=averaged over ten runs2026.060.82—
DECruns=averaged over ten runs2026.060.82—
KMruns=averaged over ten runs2026.060.81—
GMMruns=averaged over ten runs2026.060.81—
COP-KMruns=averaged over ten runs2026.060.81—
Aggruns=averaged over ten runs2026.060.81—
DipEncruns=averaged over ten runs2026.060.81—
PHIDA2026.050.80.891
C-KMruns=averaged over ten runs2026.060.79—
DipNSubruns=averaged over ten runs2026.060.79—
PHIDAEnvironment=Nonstationary, Runs=30 independent2026.050.7360.86
IDAT2026.050.6770.806
CAEA2026.050.6660.826
IDATEnvironment=Nonstationary, Runs=30 independent2026.050.6440.793
SOINN+Environment=Nonstationary, Runs=30 independent2026.050.6020.703
GNGEnvironment=Nonstationary, Runs=30 independent2026.050.5730.759
GNG2026.050.5650.774
CAEEnvironment=Nonstationary, Runs=30 independent2026.050.5570.732
SOINN+2026.050.480.739
G-CEALS2026.050.4420.69
DDVFA2026.050.3710.569
CAEAEnvironment=Nonstationary, Runs=30 independent2026.050.3630.598
CAE2026.050.3220.624
TableDC2026.050.3130.583
TC2026.050.2940.694
DDVFAEnvironment=Nonstationary, Runs=30 independent2026.0500