Zero-cost Proxy Evaluation on NATS-Bench SSS ImageNet16-120 (non-stratified)
0.795mKendall Corr (abs)Synflow
Evaluation Results
| Method | Links | |
|---|---|---|
| SynflowSearch Space=SSS, Subset=non-stratified2024.11 | 0.795 | |
| GM-2Search Space=SSS, Subset=non-stratified2024.11 | 0.78 | |
| ZiCoSearch Space=SSS, Subset=non-stratified2024.11 | 0.735 | |
| GM-3Search Space=SSS, Subset=non-stratified2024.11 | 0.702 | |
| Zen-NASSearch Space=SSS, Subset=non-stratified2024.11 | 0.67 | |
| #ParamsSearch Space=SSS, Subset=non-stratified2024.11 | 0.656 | |
| EZNASSearch Space=SSS, Subset=non-stratified2024.11 | 0.57 | |
| GM-1Search Space=SSS, Subset=non-stratified2024.11 | 0.497 | |
| NASWOTSearch Space=SSS, Subset=non-stratified2024.11 | 0.407 | |
| TE-NASSearch Space=SSS, Subset=non-stratified2024.11 | 0.388 | |
| GradnormSearch Space=SSS, Subset=non-stratified2024.11 | 0.368 | |
| RandomSearch Space=SSS, Subset=non-stratified2024.11 | 0.045 |