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ResearchFormerly WizWand

Semi-supervised Image Classification on CIFAR-100-LT (test)

0.456Error RateFreeMatch w/ ABC
0.449160.495330.54150.58767May 15, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FreeMatch w/ ABCImbalance γ=202022.050.456
FlexMatch w/ ABCImbalance γ=202022.050.462
FixMatch w/ ABCImbalance γ=202022.050.466
FreeMatchImbalance γ=202022.050.484
FlexMatchImbalance γ=202022.050.489
FixMatchImbalance γ=202022.050.491
FixMatch w/ ABCImbalance γ=1002022.050.583
FlexMatch w/ ABCImbalance γ=1002022.050.589
FreeMatch w/ ABCImbalance γ=1002022.050.589
FixMatchImbalance γ=1002022.050.625
FreeMatchImbalance γ=1002022.050.625
FlexMatchImbalance γ=1002022.050.627