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ResearchFormerly WizWand

Image Classification on CIFAR100 (test) (Error Rate)

19.01Error RateFlatMatch
16.272434.751253.2371.7088Oct 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FlatMatch# Label=100002023.1019.01
FlatMatch (Fix label)# Label=100002023.1019.01
Fully-Supervised# Label=100002023.1019.3
FlatMatch-e# Label=100002023.1019.78
ReMixMatch# Label=100002023.1020.02
FreeMatch# Label=100002023.1021.68
MPL# Label=100002023.1021.74
FixMatch# Label=100002023.1021.88
FlexMatch# Label=100002023.1021.9
SoftMatch# Label=100002023.1022.03
UDA# Label=100002023.1022.2
Dash# Label=100002023.1022.49
FlatMatch# Label=25002023.1025.38
FlatMatch (Fix label)# Label=25002023.1025.38
FlatMatch-e# Label=25002023.1025.62
ReMixMatch# Label=25002023.1026.03
FreeMatch# Label=25002023.1026.47
FlexMatch# Label=25002023.1026.49
SoftMatch# Label=25002023.1026.66
FixMatch# Label=25002023.1027.15
MPL# Label=25002023.1027.71
Dash# Label=25002023.1027.73
MixMatch# Label=100002023.1027.78
UDA# Label=25002023.1028.03
Mean Teacher# Label=100002023.1031.75
VAT# Label=100002023.1032.14
Pseudo Label# Label=100002023.1036.55
Π-Model# Label=100002023.1036.65
FlatMatch (Fix label)# Label=4002023.1036.97
SoftMatch# Label=4002023.1037.1
FreeMatch# Label=4002023.1037.98
FlatMatch# Label=4002023.1038.76
FlatMatch-e# Label=4002023.1038.98
MixMatch# Label=25002023.1039.76
FlexMatch# Label=4002023.1039.94
ReMixMatch# Label=4002023.1042.75
FixMatch# Label=4002023.1044.82
Mean Teacher# Label=25002023.1045.17
MPL# Label=4002023.1046.26
Dash# Label=4002023.1046.39
UDA# Label=4002023.1046.42
VAT# Label=25002023.1046.84
Pseudo Label# Label=25002023.1057.74
Π-Model# Label=25002023.1058.8
MixMatch# Label=4002023.1067.59
Mean Teacher# Label=4002023.1081.11
VAT# Label=4002023.1085.2
Π-Model# Label=4002023.1086.96
Pseudo Label# Label=4002023.1087.45