NAS Proxy Evaluation on NATS-Bench TSS CIFAR-10 (stratified)
92.8Mean Abs Spearman CorrelationGM-1
Evaluation Results
| Method | Links | |
|---|---|---|
| GM-1Search Space=TSS2024.11 | 92.8 | |
| SynflowSearch Space=TSS2024.11 | 91.1 | |
| ZiCoSearch Space=TSS2024.11 | 91 | |
| NASWOTSearch Space=TSS2024.11 | 88.7 | |
| GM-2Search Space=TSS2024.11 | 83.1 | |
| GradnormSearch Space=TSS2024.11 | 79 | |
| EZNASSearch Space=TSS2024.11 | 76.1 | |
| GM-3Search Space=TSS2024.11 | 57.8 | |
| #ParamsSearch Space=TSS2024.11 | 51.1 | |
| Zen-NASSearch Space=TSS2024.11 | 48.5 | |
| TE-NASSearch Space=TSS2024.11 | 31.3 | |
| RandomSearch Space=TSS2024.11 | 6.4 |