ML Research Wiki / Benchmarks / Neural Architecture Search / CIFAR-100

CIFAR-100

Neural Architecture Search Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: Percentage Error

Top Performing Models

Rank Model Paper Percentage Error Date Code
1 Balanced Mixture Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture 79.61 2023-06-21 📦 mehravehj/Balanced-Mixture-of-SuperNets
2 μDARTS $μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search 19.39 2021-07-24 -
3 NASGEP Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach 18.83 2020-05-15 📦 hieule88/geneNas
4 DARTS-PRIME DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS 17.44 2021-06-22 -
5 β-DARTS $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search 16.52 2022-03-03 📦 Sunshine-Ye/Beta-DARTS
6 ZenNet-2.0M Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition 15.60 2021-02-01 📦 alibaba/lightweight-neural-architecture-search 📦 idstcv/ZenNAS
7 NAT-M1 📚 Neural Architecture Transfer 14.00 2020-05-12 📦 human-analysis/neural-architecture-transfer 📦 awesomelemon/encas
8 MUXNet-m MUXConv: Information Multiplexing in Convolutional Neural Networks 13.90 2020-03-31 📦 human-analysis/MUXConv
9 NAT-M2 📚 Neural Architecture Transfer 12.50 2020-05-12 📦 human-analysis/neural-architecture-transfer 📦 awesomelemon/encas
10 NAT-M3 📚 Neural Architecture Transfer 12.30 2020-05-12 📦 human-analysis/neural-architecture-transfer 📦 awesomelemon/encas

All Papers (12)

mehravehj/Balanced-Mixture-of-SuperNets
hieule88/geneNas
Sunshine-Ye/Beta-DARTS
alibaba/lightweight-neural-architecture-search idstcv/ZenNAS
human-analysis/neural-architecture-transfer awesomelemon/encas
human-analysis/MUXConv
human-analysis/neural-architecture-transfer awesomelemon/encas
human-analysis/neural-architecture-transfer awesomelemon/encas
changlin31/DNA
human-analysis/neural-architecture-transfer awesomelemon/encas