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Non-parametric Clustering on USPS

11.2Inferred K_hatmoVB
5.7927.1968.610.004Jul 8, 2026

Evaluation results

MethodLinks
moVBFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.0711.2
converge-to-surpriseFeature source=from scratch, Backbone=ResNet-9, Prior knowledge of class count=none2026.0710.4
DeepDPMFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.079.2
DPM SamplerFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.078.5
DBSCANFeature source=pre-trained autoencoder features, Backbone=autoencoder, Prior knowledge of class count=none2026.076