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ResearchFormerly WizWand

Image Classification on CIFAR-100 USB 400 labels

15.65Error RateFreeMatch
15.207218.196121.18524.1739May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FreeMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0515.65
AdaMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0516.66
SoftMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0516.84
ReMixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0516.86
SimMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0517.06
ILL# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0517.4
FlexMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0518.24
Dash# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0519.38
FixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0519.56
VAT# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0521.34
Pseudo-Label# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0525.32
CoMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0525.35
Mean-Teacher# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0526.03
MixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.0526.72