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Non-parametric Clustering on Fashion-MNIST

16.9Inferred K_hatmoVB
3.4846.96710.4513.933Jul 8, 2026

Evaluation results

MethodLinks
moVBFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.0716.9
DPM SamplerFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.0712.4
converge-to-surpriseFeature source=from scratch, Backbone=ResNet-9, Prior knowledge of class count=none2026.0711.6
DeepDPMFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.0710.2
DBSCANFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.074