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ResearchFormerly WizWand

Image Classification on STL-10 USB 100 labels

7.21Error RateReMixMatch
6.028814.001921.97529.9481May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReMixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.057.21
SimMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.057.55
AdaMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.057.62
SoftMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.057.84
Dash# Labels=100, Evaluation protocol=Average of 3 independent runs2023.057.85
ILL# Labels=100, Evaluation protocol=Average of 3 independent runs2023.058.1
FixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.058.11
FlexMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.058.17
FreeMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.058.52
CoMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.059.56
VAT# Labels=100, Evaluation protocol=Average of 3 independent runs2023.0510.69
Pseudo-Label# Labels=100, Evaluation protocol=Average of 3 independent runs2023.0510.77
Mean-Teacher# Labels=100, Evaluation protocol=Average of 3 independent runs2023.0524.19
MixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.0536.74