Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition

Benchmark Model Rank Results
image-classification-on-imagenetZenNAS (0.8ms)#461Top 1 Accuracy: 83.0%Number of params: 183MGFLOPs: 13.9
image-classification-on-imagenetZenNet-400M-SE#805Top 1 Accuracy: 78%Number of params: 5.7MGFLOPs: 0.820
neural-architecture-search-on-cifar-10ZenNet-2.0M#17Top-1 Error Rate: 2.5%Parameters: 2.0MFLOPS: 487M
neural-architecture-search-on-cifar-100-1ZenNet-2.0M#7Percentage Error: 15.6FLOPS: 487MPARAMS: 2.0M
neural-architecture-search-on-imagenetZenNAS (1.2ms)#2Top-1 Error Rate: 16.4Accuracy: 83.6Params: 180MFLOPs: 22G
neural-architecture-search-on-imagenetZenNAS (0.1ms)#55Top-1 Error Rate: 22.2Accuracy: 77.8Params: 30.1FLOPs: 1.7G