Self-Supervised Learning for Large-Scale Unsupervised Image Clustering

Benchmark Model Rank Results
unsupervised-image-classification-on-imagenetSimCLRv2 ResNet-152 + SK (PCA+k-means, 1500 clusters)#2Accuracy (%): 46.03±0.21ARI: 23.94±0.16
unsupervised-image-classification-on-imagenetSimCLRv2 ResNet-152 + SK (PCA+k-means)#7Accuracy (%): 39.07±0.61ARI: 22.80±0.60
image-classification-on-objectnetBigBiGAN (RevNet-50 4×)#93Top-1 Accuracy: 4.92