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ResearchFormerly WizWand

Image Classification on STL-10 (Top-1 Error Rate)

5.63Top-1 ErrorFreeMatch
2.865621.525340.18558.8447May 15, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FreeMatch# Label=10002022.055.63
FlexMatch# Label=10002022.055.77
FixMatch# Label=10002022.056.25
Dash# Label=10002022.056.39
UDA# Label=10002022.056.64
MPL# Label=10002022.056.66
ReMixMatch# Label=10002022.056.74
FreeMatch2022.0510.6
FreeMatch# Label=402022.0513.59
FlexMatch2022.0517.46
ReMixMatch2022.0519.43
Dash2022.0520.46
FixMatch2022.0521.11
MPL2022.0521.21
MixMatch# Label=10002022.0521.7
UDA2022.0522.03
FlexMatch# Label=402022.0529.15
ReMixMatch# Label=402022.0532.12
Pseudo Label# Label=10002022.0532.64
Pi Model# Label=10002022.0532.78
VAT# Label=10002022.0533.9
Dash# Label=402022.0534.52
MPL# Label=402022.0535.76
FixMatch# Label=402022.0535.97
UDA# Label=402022.0537.42
MeanTeacher# Label=10002022.0537.95
MixMatch2022.0538.32
MeanTeacher2022.0552.81
Pi Model2022.0553.55
Pseudo Label2022.0553.66
MixMatch# Label=402022.0554.93
VAT2022.0556.35
VAT# Label=402022.0571.72
Pi Model# Label=402022.0574.31
Pseudo Label# Label=402022.0574.68
MeanTeacher# Label=402022.0574.74