Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Benchmark Model Rank Results
image-classification-on-inaturalist-2018Barlow Twins (ResNet-50)#53Top-1 Accuracy: 46.5
image-classification-on-places205Barlow Twins (ResNet-50)#11Top 1 Accuracy: 54.1%
self-supervised-image-classification-on-imagenetBarlow Twins (ResNet-50)#83Top 1 Accuracy: 73.2%Top 5 Accuracy: 91Number of Params: 24M
semi-supervised-image-classification-on-imagenet-1-labeled-dataBarlow Twins (ResNet-50)#41Top 1 Accuracy: 55%Top 5 Accuracy: 79.2
semi-supervised-image-classification-on-imagenet-10-labeled-dataBarlow Twins (ResNet-50)#36Top 1 Accuracy: 69.7%Top 5 Accuracy: 89.3