NAS Proxy Evaluation on NATS-Bench SSS CIFAR-100 (stratified subset)
0.924mAbs Spearman CorrelationGM-2
Evaluation Results
| Method | Links | |
|---|---|---|
| GM-2Search Space=SSS2024.11 | 0.924 | |
| GM-3Search Space=SSS2024.11 | 0.9 | |
| GM-1Search Space=SSS2024.11 | 0.847 | |
| EZNASSearch Space=SSS2024.11 | 0.829 | |
| GradnormSearch Space=SSS2024.11 | 0.809 | |
| SynflowSearch Space=SSS2024.11 | 0.784 | |
| ZiCoSearch Space=SSS2024.11 | 0.768 | |
| #ParamsSearch Space=SSS2024.11 | 0.664 | |
| Zen-NASSearch Space=SSS2024.11 | 0.647 | |
| TE-NASSearch Space=SSS2024.11 | 0.409 | |
| NASWOTSearch Space=SSS2024.11 | 0.219 | |
| RandomSearch Space=SSS2024.11 | 0.066 |