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Clustering on MNIST (Clustering accuracy)

98.7Clustering AccuracyADC
32.6649.80566.9584.095Dec 1, 2020Oct 24, 2021Sep 17, 2022Aug 11, 2023Jul 4, 2024May 28, 2025Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ADC# runs=20, Clustering domain=learned features, Data augmentation=true2026.0498.7
SCAE# runs=5, Clustering domain=learned features, Data augmentation=true2026.0498.7
IMSAT# runs=12 (5), Clustering domain=learned features, Data augmentation=true2026.0498.4
IIC# runs=5, Clustering domain=learned features, Data augmentation=true2026.0498.4
DSCDAN# runs=10, Clustering domain=learned features2026.0497.8
DTI-Clustering# runs=10, Clustering domain=pixels2026.0497.3
SpectralNet# runs=5, Clustering domain=learned features, Data augmentation=true2026.0497.1
Ours-C# runs=10, Clustering domain=pixels, Number of layers=1 layer2026.0496.7
DEPICT# runs=5, Clustering domain=learned features2026.0496.5
JULE# runs=3, Clustering domain=learned features2026.0496.4
K-means# runs=10, Clustering domain=pixels2026.0454.8
MCFSNumber of selected features=502020.1235.2