NAS Proxy Evaluation on NATS-Bench TSS ImageNet16-120 (Stratified Subset)
84.7Mean Abs Spearman CorrelationEZNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| EZNASSearch Space=TSS2024.11 | 84.7 | |
| GM-1Search Space=TSS2024.11 | 82.7 | |
| ZiCoSearch Space=TSS2024.11 | 80.4 | |
| GM-3Search Space=TSS2024.11 | 74.8 | |
| GM-2Search Space=TSS2024.11 | 73.3 | |
| NASWOTSearch Space=TSS2024.11 | 60 | |
| SynflowSearch Space=TSS2024.11 | 55.8 | |
| #ParamsSearch Space=TSS2024.11 | 43.6 | |
| Zen-NASSearch Space=TSS2024.11 | 32.2 | |
| TE-NASSearch Space=TSS2024.11 | 15.8 | |
| GradnormSearch Space=TSS2024.11 | 10.5 | |
| RandomSearch Space=TSS2024.11 | 6 |