Neural Architecture Search On Nats Bench Size 1
Metrics
Kendall's Tau
Spearman's Rho
Results
Performance results of various models on this benchmark
Model Name | Kendall's Tau | Spearman's Rho | Paper Title | Repository |
|---|---|---|---|---|
| GreenMachine-1 | 0.619 | 0.816 | GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS | |
| GreenMachine-2 | 0.827 | 0.958 | GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS | |
| GreenMachine-3 | 0.888 | 0.982 | GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS | |
| LayerNAS | - | - | LayerNAS: Neural Architecture Search in Polynomial Complexity | - |
| BossNAS | 0.53 | 0.73 | BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search |
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