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ResearchFormerly WizWand

Image Classification on CIFAR10 (Speedup and Memory)

16.52SpeedupTransductive-SUBSELNET
0.17124.41568.6612.9044Sep 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Transductive-SUBSELNETRAR Target=20%2024.0916.5253.67
Inductive-SUBSELNETRAR Target=20%2024.098.9999.54
Transductive-SUBSELNETRAR Target=10%2024.095.61142.45
PruningRAR Target=20%2024.095.53139.41
EL2NRAR Target=20%2024.094.78170.03
Inductive-SUBSELNETRAR Target=10%2024.093.63221.99
PruningRAR Target=10%2024.093.54221.1
GradMatchRAR Target=20%2024.092.2362.47
GLISTERRAR Target=20%2024.092.12365.05
Bottom-b-loss+gumbelRAR Target=20%2024.092.04363.07
Selection-via-ProxyRAR Target=10%2024.091.95819.22
EL2NRAR Target=10%2024.091.93413.9
Bottom-b-lossRAR Target=20%2024.091.77433.07
GradMatchRAR Target=10%2024.091.69457.67
Bottom-b-loss+gumbelRAR Target=10%2024.091.63489.3
GLISTERRAR Target=10%2024.091.52515.96
Selection-via-ProxyRAR Target=20%2024.091.03410.26
FacLocRAR Target=20%2024.090.8558.56