CIFAR-10
Percentage correct
MixMatch
Image Classification
95.05
CIFAR-100
Percentage correct
MixMatch
Image Classification
74.12
STL-10, 1000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
89.82
STL-10, 5000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
94.41
SVHN, 250 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.22
SVHN, 500 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.36
SVHN, 1000 labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.73
SVHN, 2000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.96
SVHN, 4000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
97.11
SVHN
Percentage error
MixMatch
Image Classification
2.59
CIFAR-10, 250 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
88.92
CIFAR-10, 500 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
91.35
CIFAR-10, 1000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
92.25
CIFAR-10, 2000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
92.97
CIFAR-10, 4000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
93.76
SVHN, 250 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.22
SVHN, 500 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.36
SVHN, 1000 labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.73
SVHN, 2000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
96.96
SVHN, 4000 Labels
Accuracy
MixMatch
Semi-Supervised Image Classification
97.11