Momentum Contrast for Unsupervised Visual Representation Learning

Benchmark Model Rank Results
contrastive-learning-on-imagenet-1kResNet50#11ImageNet Top-1 Accuracy: 60.6
image-classification-on-omnibenchmarkMoCoV2#14Average Top-1 Accuracy: 34.8
self-supervised-image-classification-on-1MoCo (Resnet-50)#61Top 1 Accuracy: 77.3%
self-supervised-image-classification-on-1MoCo (Resnet-50)#63Top 1 Accuracy: 77.0%
self-supervised-image-classification-on-imagenetMoCo (ResNet-50 4x)#98Top 1 Accuracy: 68.6%Number of Params: 375M
self-supervised-image-classification-on-imagenetMoCo (ResNet-50 2x)#105Top 1 Accuracy: 65.4%Number of Params: 94M
self-supervised-image-classification-on-imagenetMoCo (ResNet-50)#116Top 1 Accuracy: 60.6%Number of Params: 24M