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ResearchFormerly WizWand

Image Classification on CelebA-HQ (train)

92.104AccuracyS2MAM
57.0643266.1611675.25884.35484Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
S2MAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=8.42026.0492.10441.5
FlexMatchLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=35.22026.0491.8544.5
S2MAM-FLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.52026.0491.68343.1
SemiRewardLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=28.62026.0490.62546.2
SALELabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=9.82026.0488.0555
RERLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.12026.0485.91252.5
SSNPLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=4.52026.0484.4451
AWSSLLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=6.22026.0484.1151.2
RGLLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=7.52026.0482.55960.5
f-FMELabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=3.52026.0481.33459
LapSVMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=1.82026.0476.50565.5
CSAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.52026.0465.10977.5
TSpAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.92026.0464.88278.1
SpAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=2.12026.0460.25590.2
l1-SVMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=0.82026.0458.41281.5