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ResearchFormerly WizWand

Semi-supervised Long-tailed Image Classification on STL10 LT

79AccuracyFixMatch w/ LA + DASO
46.34454.82263.371.778Jun 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
FixMatch w/ LA + DASOgamma_l=10, N_l=450, M=100k2021.0679
FixMatch + DASOgamma_l=10, N_l=450, M=100k2021.0678.4
FixMatch + ABC + DASOgamma_l=10, N_l=450, M=100k2021.0677.9
FixMatch + ABCgamma_l=10, N_l=450, M=100k2021.0677.1
FixMatch w/ LAgamma_l=10, N_l=450, M=100k2021.0675.9
FixMatch w/ LA + DASOgamma_l=20, N_l=450, M=100k2021.0675.8
FixMatch + DASOgamma_l=20, N_l=450, M=100k2021.0675.3
FixMatch + ABC + DASOgamma_l=20, N_l=450, M=100k2021.0674.7
FixMatch + ABCgamma_l=20, N_l=450, M=100k2021.0673
FixMatchgamma_l=10, N_l=450, M=100k2021.0672.4
FixMatch w/ LA + DASOgamma_l=10, N_l=150, M=100k2021.0671.7
FixMatch + DASOgamma_l=10, N_l=150, M=100k2021.0670
FixMatch + ABC + DASOgamma_l=10, N_l=150, M=100k2021.0669.6
FixMatch w/ LAgamma_l=20, N_l=450, M=100k2021.0667.4
FixMatch + ABCgamma_l=10, N_l=150, M=100k2021.0666.3
FixMatch + DASOgamma_l=20, N_l=150, M=100k2021.0665.7
FixMatch w/ LA + DASOgamma_l=20, N_l=150, M=100k2021.0665.6
FixMatch + ABC + DASOgamma_l=20, N_l=150, M=100k2021.0664.5
FixMatch w/ LAgamma_l=10, N_l=150, M=100k2021.0664.4
FixMatchgamma_l=20, N_l=450, M=100k2021.0664
FixMatch + ABCgamma_l=20, N_l=150, M=100k2021.0659.3
FixMatchgamma_l=10, N_l=150, M=100k2021.0656.1
FixMatch w/ LAgamma_l=20, N_l=150, M=100k2021.0651.5
FixMatchgamma_l=20, N_l=150, M=100k2021.0647.6