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Papers Benchmarks Datasets Tasks

NASBench-201 dataset and benchmarks · SOTA2 Research

Research Datasets

NASBench-201

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Neural Architecture Search

NASBench-201 CIFAR-10

71Retrieving Rate @ Top 10%

85

Neural Architecture Search

NASBench-201 cifar100

1Rank

19

Score-accuracy correlation

NASBench-201 ImageNet-16-120

0.78Spearman Rho

9

Score-accuracy correlation

NASBench-201 CIFAR-100

0.82Spearman Rho

9

Neural Architecture Search Ranking Correlation

NASBench-201 ImgNet16

0.67Kendall Tau

8

Neural Architecture Search Ranking Correlation

NASBench-201 CIFAR-10

0.71Kendall's Tau

8

Neural Architecture Search

NASBench-201 ImgNet16

51Retrieving Rate @ Top 10%

8

Popular tasks

Neural Architecture Search Neural Architecture Search Ranking Correlation Score-accuracy correlation

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