Zero-cost Proxy Evaluation on NATS-Bench SSS CIFAR-10 (non-stratified)
0.768mAbs Kendall Corr (x100)Synflow
Evaluation Results
| Method | Links | |
|---|---|---|
| SynflowSearch Space=SSS, Subset=non-stratified2024.11 | 0.768 | |
| GM-3Search Space=SSS, Subset=non-stratified2024.11 | 0.756 | |
| ZiCoSearch Space=SSS, Subset=non-stratified2024.11 | 0.731 | |
| Zen-NASSearch Space=SSS, Subset=non-stratified2024.11 | 0.726 | |
| EZNASSearch Space=SSS, Subset=non-stratified2024.11 | 0.725 | |
| GM-2Search Space=SSS, Subset=non-stratified2024.11 | 0.685 | |
| #ParamsSearch Space=SSS, Subset=non-stratified2024.11 | 0.674 | |
| GM-1Search Space=SSS, Subset=non-stratified2024.11 | 0.518 | |
| NASWOTSearch Space=SSS, Subset=non-stratified2024.11 | 0.381 | |
| TE-NASSearch Space=SSS, Subset=non-stratified2024.11 | 0.342 | |
| GradnormSearch Space=SSS, Subset=non-stratified2024.11 | 0.187 | |
| RandomSearch Space=SSS, Subset=non-stratified2024.11 | 0.04 |