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ResearchFormerly WizWand

Image Classification on STL-10 USB (40 labels)

11.09Error RateILL
9.182822.056434.9347.8036May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ILL# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0511.09
SimMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0511.77
FreeMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0512.73
ReMixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0513.08
SoftMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0513.55
AdaMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0513.64
FlexMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0514.4
CoMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0515.12
FixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0516.15
Dash# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0516.22
VAT# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0518.45
Mean-Teacher# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0518.67
Pseudo-Label# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0519.14
MixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.0558.77