NAS-Bench
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NAS-Bench-101 CIFAR-10
0.77Spearman Rho
4
NAS-Bench-201 (test)
0.908Spearman's Rho
4
NAS-Bench 201
71.59Mean Accuracy
3
NAS-Bench Top 150 architectures 201
0.34Kendall's Tau
3
NAS-Bench Top 100 architectures 201
0.35Kendall's Tau
3
NAS-Bench Top 50 architectures 201
0.47Kendall's Tau
3
NAS-Bench-101
0.71Kendall's Tau
3
NAS-Bench-201 6 transfer pairs
6Win Count (Mean)
2
NAS-Bench-301
5.28Final Test Error (%)
2
NAS-Bench-301
—Primary metric
0