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ResearchFormerly WizWand

Image Classification on COIL-20 (train)

88.211AccuracyS2MAM
66.4937272.1318677.7783.40814Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
S2MAMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=2.42026.0488.2110.427
S2MAM-FLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=1.62026.0487.9520.435
FlexMatchLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=9.52026.0487.9450.415
SemiRewardLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=7.42026.0487.5180.397
SALELabel Ratio=30%, Backbone=standard CNN, Training Time (min)=4.12026.0487.2350.616
AWSSLLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=2.72026.0486.8210.43
f-FMELabel Ratio=30%, Backbone=standard CNN, Training Time (min)=1.52026.0485.5180.408
RERLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=2.22026.0485.2190.452
RGLLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=3.12026.0483.4160.527
SSNPLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=1.82026.0483.370.429
LapSVMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=0.62026.0481.0920.417
CSAMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=2.32026.0473.5770.622
TSpAMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=2.52026.0472.230.616
SpAMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=0.92026.0469.9170.709
l1-SVMLabel Ratio=30%, Backbone=standard CNN, Training Time (min)=0.22026.0467.3290.583