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ResearchFormerly WizWand

Imbalanced Semi-Supervised Learning on CIFAR-10 Long-Tailed lambda=150 (test)

0.202Error RateSimMatch + EPASS + ABC
0.19760.22730.2570.2867Oct 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SimMatch + EPASS + ABCNumber of random seeds=32023.100.202
SimMatch + ABCNumber of random seeds=32023.100.205
FixMatch + ABCNumber of random seeds=32023.100.223
FreeMatch + ABCNumber of random seeds=32023.100.223
CoMatch + EPASS + ABCNumber of random seeds=32023.100.224
FlexMatch + ABCNumber of random seeds=32023.100.231
CoMatch + ABCNumber of random seeds=32023.100.231
SoftMatchNumber of random seeds=32023.100.274
SimMatch + EPASSNumber of random seeds=32023.100.284
SimMatchNumber of random seeds=32023.100.287
FreeMatchNumber of random seeds=32023.100.288
FlexMatchNumber of random seeds=32023.100.295
CoMatch + EPASSNumber of random seeds=32023.100.296
CoMatchNumber of random seeds=32023.100.301
FixMatchNumber of random seeds=32023.100.312