NAS Proxy Evaluation on NATS-Bench SSS ImageNet16-120 (stratified subset)
0.971Mean Absolute Spearman Correlation CoefficientGM-2
Evaluation results
| Method | Links | |
|---|---|---|
| GM-2Search Space=SSS2024.11 | 0.971 | |
| ZiCoSearch Space=SSS2024.11 | 0.949 | |
| GM-3Search Space=SSS2024.11 | 0.942 | |
| EZNASSearch Space=SSS2024.11 | 0.888 | |
| SynflowSearch Space=SSS2024.11 | 0.87 | |
| GM-1Search Space=SSS2024.11 | 0.868 | |
| #ParamsSearch Space=SSS2024.11 | 0.769 | |
| Zen-NASSearch Space=SSS2024.11 | 0.764 | |
| GradnormSearch Space=SSS2024.11 | 0.671 | |
| TE-NASSearch Space=SSS2024.11 | 0.51 | |
| NASWOTSearch Space=SSS2024.11 | 0.488 | |
| RandomSearch Space=SSS2024.11 | 0.062 |