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Neural Architecture Search On Cifar 100 1

評価指標

FLOPS
PARAMS
Percentage Error

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
FLOPS
PARAMS
Percentage Error
Paper TitleRepository
ZenNet-2.0M487M2.0M15.6Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
DARTS-PRIME-3.16M17.44DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS-
Balanced Mixture---Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture
NAT-M1261M3.8M14.0Neural Architecture Transfer
MUXNet-m200M2.1M13.9MUXConv: Information Multiplexing in Convolutional Neural Networks
μDARTS-602M19.39$μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search-
DU-DARTS-3.1M 16.74DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search
β-DARTS--16.52$β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search
NAT-M2398M6.4M12.5Neural Architecture Transfer
NASGEP--18.83Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
DNA-c--11.7Blockwisely Supervised Neural Architecture Search with Knowledge Distillation-
NAT-M3492M7.8M12.3Neural Architecture Transfer
NAT-M4796M9.0M11.7Neural Architecture Transfer
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