$β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search

Benchmark Model Rank Results
neural-architecture-search-on-cifar-10β-DARTS#20Top-1 Error Rate: 2.53%
neural-architecture-search-on-cifar-100-1β-DARTS#8Percentage Error: 16.52
neural-architecture-search-on-imagenetb-DARTS (CIFAR-10)#83Top-1 Error Rate: 23.9
neural-architecture-search-on-nas-bench-201β-SDARTS-RS#3Accuracy (Test): 46.71
neural-architecture-search-on-nas-bench-201β-RDARTS-L2#4Accuracy (Test): 46.71
neural-architecture-search-on-nas-bench-201β-DARTS#11Accuracy (Test): 46.34Accuracy (Val): 46.37
neural-architecture-search-on-nas-bench-201-1β-DARTS#5Accuracy (Test): 94.36Accuracy (Val): 91.55
neural-architecture-search-on-nas-bench-201-2β-DARTS#2Accuracy (Test): 73.51Accuracy (Val): 73.49