NAS Proxy Evaluation on NATS-Bench TSS CIFAR-100 (stratified subset)
0.885Spearman Correlation (Abs)EZNAS
Evaluation results
| Method | Links | |
|---|---|---|
| EZNASSearch Space=TSS2024.11 | 0.885 | |
| GM-1Search Space=TSS2024.11 | 0.873 | |
| GM-2Search Space=TSS2024.11 | 0.741 | |
| NASWOTSearch Space=TSS2024.11 | 0.721 | |
| ZiCoSearch Space=TSS2024.11 | 0.673 | |
| SynflowSearch Space=TSS2024.11 | 0.652 | |
| #ParamsSearch Space=TSS2024.11 | 0.584 | |
| GM-3Search Space=TSS2024.11 | 0.448 | |
| GradnormSearch Space=TSS2024.11 | 0.303 | |
| Zen-NASSearch Space=TSS2024.11 | 0.27 | |
| TE-NASSearch Space=TSS2024.11 | 0.265 | |
| RandomSearch Space=TSS2024.11 | 0.05 |