NAS-Bench-101
Benchmarks
TaskDatasetSOTA resultTrendResults
NAS-Bench-101 (test)
0.903Kendall's Tau
49
NAS-Bench-101 1.0
0.877Kendall's Tau
46
NAS-Bench-101
94.2Accuracy
19
NAS-Bench-101 CIFAR-10 (test)
94.32Accuracy
18
NAS-Bench-101 (val)
94.76Accuracy
11
NAS-Bench-101 CIFAR
0.877Spearman Correlation
11
NAS-Bench-101 100 samples (test)
0.802Kendall's Tau
10
NAS-Bench-101 1.0 (val)
95.06Accuracy
9
NAS-Bench-101 CIFAR-10 1.0
0.853Kendall's Tau
8
NAS-Bench-101 1.0 (test)
89.73Validity
7
NAS-Bench-101 CIFAR-10 1.0 (S172)
71.7Kendall's Tau
7
NAS-Bench-101 CIFAR-10 1.0 (S100)
69.3Kendall's Tau
7
NAS-Bench-101 CIFAR-10
92.7Accuracy
3
NAS-Bench-101
0.059Final Test Error
2
NAS-Bench-101 v1 (test)
—Kendall's Tau
0