CIFAR-10, 1000 Labels
Accuracy
Dual Student (600)
Semi-Supervised Image Classification
85.83
CIFAR-10, 2000 Labels
Accuracy
Dual Student (600)
Semi-Supervised Image Classification
89.28
CIFAR-10, 4000 Labels
Accuracy
Dual Student (600)
Semi-Supervised Image Classification
91.11
cifar-100, 10000 Labels
Accuracy
Dual Student (480)
Semi-Supervised Image Classification
67.23
SVHN, 250 Labels
Accuracy
Dual Student
Semi-Supervised Image Classification
95.76
SVHN, 500 Labels
Accuracy
Dual Student
Semi-Supervised Image Classification
96.04
ImageNet - 10% labeled data
Top 1 Accuracy
Dual Student
Semi-Supervised Image Classification
63.52
ImageNet - 10% labeled data
Top 5 Accuracy
Dual Student
Semi-Supervised Image Classification
83.58