DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search

Benchmark Model Rank Results
neural-architecture-search-on-cifar-10DU-DARTS#9Top-1 Error Rate: 2.32%Parameters: 3.8MSearch Time (GPU days): 0.4
neural-architecture-search-on-cifar-100-1DU-DARTS#9Percentage Error: 16.74PARAMS: 3.1M
neural-architecture-search-on-imagenetDU-DARTS#91Top-1 Error Rate: 24.1Accuracy: 75.9Params: 5.3M
neural-architecture-search-on-nas-bench-201DU-DARTS#17Accuracy (Test): 45.94
neural-architecture-search-on-nas-bench-201-1DU-DARTS#15Accuracy (Test): 93.86Accuracy (Val): 91.21
neural-architecture-search-on-nas-bench-201-2DU-DARTS#15Accuracy (Test): 71.84Accuracy (Val): 71.88