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Unsupervised Image Classification on ImageNet 50 randomly selected classes (val)

0.768Top-1 AccSCAN
0.654640.684070.71350.74293May 25, 2020

Evaluation results

MethodLinks
SCANStage=Self-labeling step (†)2020.050.76891.40.8220.661
SCANStage=Clustering step (*)2020.050.75191.90.8050.635
K-meansPretext features=MoCo [8]2020.050.659—0.7750.579