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ResearchFormerly WizWand

Image Classification on SemiAves USB 3959 labels

0.302Error RateReMixMatch
0.297940.3253450.352750.380155May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReMixMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.302
AdaMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3175
SoftMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.318
FixMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.319
Dash# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3238
FlexMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3248
FreeMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3285
ILL# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3308
SimMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3385
MixMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3725
Mean-Teacher# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3855
CoMatch# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3865
VAT# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.3882
Pseudo-Label# Labels=3959, Evaluation protocol=Average of 3 independent runs2023.050.4035