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ResearchFormerly WizWand

Image Classification on EuroSat USB 20 labels

5.05Error RateReMixMatch
4.178810.059415.9421.8206May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReMixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.055.05
FlexMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.055.17
CoMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.055.75
SoftMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.055.75
ILL# Labels=20, Evaluation protocol=Average of 3 independent runs2023.055.86
FreeMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.056.5
AdaMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.057.02
SimMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.057.66
Dash# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0511.19
FixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0513.44
MixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0524.85
Pseudo-Label# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0525.46
VAT# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0526.16
Mean-Teacher# Labels=20, Evaluation protocol=Average of 3 independent runs2023.0526.83