Self-Supervised Learning by Estimating Twin Class Distributions

Open paper
Benchmark Model Rank Results
fine-grained-image-classification-on-caltechTWIST (ResNet-50 )#6Top-1 Error Rate: 6.5%Accuracy: 93.5%
fine-grained-image-classification-on-sun397TWIST (ResNet-50)#4Accuracy: 67.4
image-classification-on-dtdTWIST (ResNet-50)#8Accuracy: 76.6
image-classification-on-food-101-1TWIST (ResNet-50)#3Accuracy (%): 89.3
image-classification-on-oxford-iiit-petsTWIST (ResNet-50)#1Accuracy: 94.5
semi-supervised-image-classification-on-1TWIST (ResNet-50 x2)#21Top 1 Accuracy: 67.2%Top 5 Accuracy: 88.2%
semi-supervised-image-classification-on-2TWIST (ResNet-50 x2)#21Top 1 Accuracy: 75.3%Top 5 Accuracy: 92.8%
unsupervised-image-classification-on-imagenetTWIST (ResNet-50)#5Accuracy (%): 40.6ARI: 30.0

Rank counts only results with a code link.