NAS Proxy Evaluation on NATS-Bench SSS CIFAR-10 (stratified subset)
98.2Spearman Correlation (x100)GM-3
Evaluation Results
| Method | Links | |
|---|---|---|
| GM-3Search Space=SSS2024.11 | 98.2 | |
| EZNASSearch Space=SSS2024.11 | 95.9 | |
| GM-2Search Space=SSS2024.11 | 95.8 | |
| SynflowSearch Space=SSS2024.11 | 94.3 | |
| ZiCoSearch Space=SSS2024.11 | 93.9 | |
| Zen-NASSearch Space=SSS2024.11 | 92.5 | |
| #ParamsSearch Space=SSS2024.11 | 91.6 | |
| GM-1Search Space=SSS2024.11 | 81.6 | |
| TE-NASSearch Space=SSS2024.11 | 74.3 | |
| NASWOTSearch Space=SSS2024.11 | 73 | |
| GradnormSearch Space=SSS2024.11 | 59.5 | |
| RandomSearch Space=SSS2024.11 | 7.5 |