NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

Benchmark Model Rank Results
image-classification-on-stl-10NSGANetV2#23Percentage correct: 92.0
neural-architecture-search-on-imagenetNSGANetV2-xl#16Top-1 Error Rate: 19.6Accuracy: 80.4Params: 8.7MMACs: 593M
neural-architecture-search-on-imagenetNSGANetV2-l#33Top-1 Error Rate: 20.9Accuracy: 79.1Params: 8.0MMACs: 400M
neural-architecture-search-on-imagenetNSGANetV2-m#45Top-1 Error Rate: 21.7Accuracy: 78.3Params: 7.7MMACs: 312M
neural-architecture-search-on-imagenetNSGANetV2-s#60Top-1 Error Rate: 22.6Accuracy: 77.4Params: 6.1MMACs: 225M