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Image Classification on FMNIST (Speedup and Memory)

69.24SpeedupInductive-SUBSELNET
-1.916816.556635.0353.5034Sep 18, 2024

Evaluation results

MethodLinks
Inductive-SUBSELNETRAR Target=20%2024.0969.248.24
Transductive-SUBSELNETRAR Target=20%2024.0968.368.24
Inductive-SUBSELNETRAR Target=10%2024.0928.6422.73
Transductive-SUBSELNETRAR Target=10%2024.0928.6321.25
Selection-via-ProxyRAR Target=20%2024.0918.0935.27
EL2NRAR Target=20%2024.0916.42139.89
Bottom-b-loss+gumbelRAR Target=20%2024.0910.1859.37
GLISTERRAR Target=20%2024.097.85116.36
EL2NRAR Target=10%2024.096.577.63
GLISTERRAR Target=10%2024.095.6498.51
GradMatchRAR Target=20%2024.095.24243.75
PruningRAR Target=20%2024.094.6819.55
GradMatchRAR Target=10%2024.094.17136.4
Selection-via-ProxyRAR Target=10%2024.093.65168.2
PruningRAR Target=10%2024.093.12559.44
Bottom-b-lossRAR Target=20%2024.092.98190.4
Bottom-b-loss+gumbelRAR Target=10%2024.092.7203.83
FacLocRAR Target=20%2024.092.3781.01
Bottom-b-lossRAR Target=10%2024.091.68393.28
GraNdRAR Target=20%2024.091.18450.73
FacLocRAR Target=10%2024.090.82652.67