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ResearchFormerly WizWand

Clustering on REUTERS 10K

83.2ACCIDCL
21.73637.69353.6569.607Sep 26, 2019Oct 26, 2020Nov 26, 2021Dec 28, 2022Jan 28, 2024Feb 27, 2025Mar 31, 2026
Updated 6mo ago

Evaluation results

MethodLinks
IDCL2026.0383.20.653
DeepDPM2026.03830.61
DeepDPM2026.03830.61
EDESC2026.0382.50.611
EDESC2026.0382.50.611
ADECCategory=Deep Clustering, Data Transform=Not supported in pretraining, Adversarially Constrained Interpolation=Not supported in pretraining2019.0982.10.605
VaGAN-SMM2026.03820.607
TDEC2026.0381.70.623
DECCategory=Deep Clustering2019.0981.40.598
LNSCC2026.0381.20.605
VaDECategory=Deep Clustering2019.0979.30.521
IDECCategory=Deep Clustering2019.09790.55
ASPC-DA2026.0377.10.632
DEKMUpdating Strategy=Full-batch2021.0976.420.5999
DEKM2021.0976.280.5906
IDECsource=original paper2021.0975.640.4981
IDEC2026.0375.60.498
IDEC2026.0375.60.498
DEC2026.0373.70.497
DEC2026.0373.70.497
DECsource=original paper2021.0972.170.5487
DCEC2021.0972.170.5487
AE+K-meansPreprocessing=AE2021.0970.520.4902
AE + k-meansCategory=Deep Clustering2019.0969.50.475
LSNMFCategory=Classical2019.0959.60.361
K-means2021.0954.050.4191
PCA+K-meansPreprocessing=PCA2021.0953.970.4135
ACCategory=Classical2019.0952.60.365
k-meansCategory=Classical2019.0952.20.313
RBF k-meansCategory=Spectral2019.0949.90.288
Deepcluster2026.0343.1—
DCNCategory=Deep Clustering2019.0942.20.109
GMMCategory=Classical2019.0940.20.375
SSC-OMPCategory=Classical2019.0940.20.008
SCCategory=Spectral2019.0940.20.375
EnSCCategory=Classical2019.0940.10.014
AE + FINCHCategory=Deep Clustering2019.0924.10.414