Breaking the Reclustering Barrier in Centroid-based Deep Clustering

Benchmark Model Rank Results
unsupervised-image-classification-on-cifar-20DCN+BRB#4Accuracy: 56.92NMI: 56.76ARI: 41.15
unsupervised-image-classification-on-cifar-20IDEC+BRB#5Accuracy: 55.43NMI: 54.81ARI: 38.81
unsupervised-image-classification-on-cifar-20DEC+BRB#9Accuracy: 50.46NMI: 51.72ARI: 35.05
image-clustering-on-cifar-10DCN+BRB#14Accuracy: 0.912NMI: 0.837ARI: 0.824Train set: Train…
image-clustering-on-cifar-10IDEC+BRB#15Accuracy: 0.907NMI: 0.833ARI: 0.818Train set: Train…
image-clustering-on-cifar-10DEC+BRB#16Accuracy: 0.906NMI: 0.826ARI: 0.812Train set: Train…