SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search

Benchmark Model Rank Results
image-classification-on-imagenetSCARLET-A4#531Top 1 Accuracy: 82.3%Number of params: 27.8MGFLOPs: 8.4
image-classification-on-imagenetSCARLET-A#840Top 1 Accuracy: 76.9%Number of params: 6.7MGFLOPs: 0.730
image-classification-on-imagenetSCARLET-B#860Top 1 Accuracy: 76.3%Number of params: 6.5MGFLOPs: 0.658
image-classification-on-imagenetSCARLET-C#882Top 1 Accuracy: 75.6%Number of params: 6MGFLOPs: 0.560
neural-architecture-search-on-imagenetSCARLET-A#69Top-1 Error Rate: 23.1Accuracy: 76.9Params: 6.7MMACs: 365M
neural-architecture-search-on-imagenetSCARLET-B#78Top-1 Error Rate: 23.7Accuracy: 76.3Params: 6.5MMACs: 329M
neural-architecture-search-on-imagenetSCARLET-C#93Top-1 Error Rate: 24.4Accuracy: 75.6Params: 6.0MMACs: 280M