VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Benchmark Model Rank Results
self-supervised-image-classification-on-imagenetVICReg (ResNet50)#84Top 1 Accuracy: 73.2Top 5 Accuracy: 91.1Number of Params: 24M
semi-supervised-image-classification-on-imagenet-1-labeled-dataVICREG (Resnet-50)#42Top 1 Accuracy: 54.8%Top 5 Accuracy: 79.4%