NASBench-201
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Neural Architecture Search | NASBench-201 CIFAR-10 | Retrieving Rate @ Top 10%71 | 85 | |
| Neural Architecture Search | NASBench-201 cifar100 | Rank1 | 19 | |
| Score-accuracy correlation | NASBench-201 ImageNet-16-120 | Spearman Rho0.78 | 9 | |
| Score-accuracy correlation | NASBench-201 CIFAR-100 | Spearman Rho0.82 | 9 | |
| Neural Architecture Search Ranking Correlation | NASBench-201 ImgNet16 | Kendall Tau0.67 | 8 | |
| Neural Architecture Search Ranking Correlation | NASBench-201 CIFAR-10 | Kendall's Tau0.71 | 8 | |
| Neural Architecture Search | NASBench-201 ImgNet16 | Retrieving Rate @ Top 10%51 | 8 |
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