NAS-Bench-201
Benchmarks
TaskDatasetSOTA resultTrendResults
NAS-Bench-201 8 (whole dataset)
0.901Kendall's Tau
36
NAS-Bench-201 CIFAR-10
90.4Spearman Correlation
27
NAS-Bench-201 (test)
0.926Kendall's Tau
18
NAS-Bench-201 depth=8
0.947Kendall's Tau
15
NAS-Bench-201 ImageNet16-120 (test)
0.675Kendall's Tau
14
NAS-Bench-201 ImageNet-16-120
87.9Spearman's Tau
13
NAS-Bench-201 CIFAR
0.939Spearman Correlation
11
NAS-Bench-201 CIFAR-10 (test)
0.64Kendall's Tau
9
NAS-Bench-201 10% (train)
0.901Kendall's Tau
8
NAS-Bench-201 5% samples (train)
0.874Kendall's Tau
8
NAS-Bench-201 CIFAR-10 1.0 (S1563)
85.5Kendall's Tau
6
NAS-Bench-201 CIFAR-10 1.0 (S78)
0.646Kendall's Tau
6
NAS-Bench-201 CIFAR-10
94.37Max Accuracy
5
NAS-Bench-201 ImageNet-16-120
0.89Spearman Rho
4
NAS-Bench-201 CIFAR-100
0.9Spearman Rho
4
NAS-Bench-201 CIFAR-10
0.91Spearman Correlation
4