Representation Learning with Contrastive Predictive Coding

Benchmark Model Rank Results
self-supervised-image-classification-on-imagenetCPC (ResNet-101 V2)#127Top 1 Accuracy: 48.7%Top 5 Accuracy: 73.6%Number of Params: 44M
semi-supervised-image-classification-on-imagenet-1-labeled-dataCPC#50Top 5 Accuracy: 64.03%
semi-supervised-image-classification-on-imagenet-10-labeled-dataCPC#52Top 5 Accuracy: 84.88%