Learning Representation for Clustering via Prototype Scattering and Positive Sampling

Benchmark Model Rank Results
image-clustering-on-imagenet-10ProPos*#4NMI: 0.908Accuracy: 0.962ARI: 0.918Backbone: ResNet-34
image-clustering-on-imagenet-10ProPos#9NMI: 0.896Accuracy: 0.956ARI: 0.906Backbone: ResNet-34
image-clustering-on-imagenet-dog-15ProPos*#4Accuracy: 0.775NMI: 0.737ARI: 0.675Backbone: ResNet-34
image-clustering-on-imagenet-dog-15ProPos#5Accuracy: 0.745NMI: 0.692ARI: 0.627Backbone: ResNet-34