Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search

Benchmark Model Rank Results
neural-architecture-search-on-cifar-10Shapley-NAS(best)#12Top-1 Error Rate: 2.43%Parameters: 3.6M
neural-architecture-search-on-imagenetShapley-NAS#84Top-1 Error Rate: 23.9Params: 5.4MMACs: 582M
neural-architecture-search-on-nas-bench-201Shapley-NAS#2Accuracy (Test): 46.85Accuracy (Val): 46.57
neural-architecture-search-on-nas-bench-201-1Shapley-NAS#2Accuracy (Test): 94.37Accuracy (Val): 91.61
neural-architecture-search-on-nas-bench-201-2Shapley-NAS#4Accuracy (Test): 73.51Accuracy (Val): 73.49