NASBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Neural Architecture Search | NASBench-201 ImageNet16-120 | Rank1 | 38 | |
| Neural Architecture Search | NASBench-201 cifar10 (val) | Rank1 | 19 | |
| Neural Architecture Search | NASBench-101 | Rank1 | 19 | |
| Score-accuracy correlation | NASBench-201 CIFAR-10 | Spearman Rho0.83 | 9 | |
| Neural Architecture Search Ranking Correlation | NASBench CIFAR-100 201 | Kendall Tau Correlation0.65 | 8 | |
| Neural Architecture Search | NASBench-201 CIFAR-100 | Retrieving Rate @ Top 10%58 | 8 | |
| Neural Architecture Search | NASBench-101 | Test Accuracy94.03 | 8 | |
| Neural Architecture Search | NASBench-101 (test) | Accuracy94.45 | 5 | |
| Neural Architecture Search Ranking Correlation | NASBench-101 ImgNet | Kendall Tau0.54 | 5 | |
| Neural Architecture Search Ranking Correlation | NASBench-101 CIFAR-10 | Kendall Tau0.7 | 5 | |
| Neural Architecture Search | NASBench-101 ImageNet | Retrieving Rate @ Top 10%64 | 5 | |
| Neural Architecture Search | NASBench-101 CIFAR-10 | Retrieval Rate68 | 5 |
Showing 12 of 12 rows