Zero-cost Proxy Evaluation on NATS-Bench SSS CIFAR-100 (non-stratified)
4.4mAbs Kendall CorrRandom
Evaluation Results
| Method | Links | |
|---|---|---|
| RandomSearch Space=SSS, Subset=non-stratified2024.11 | 4.4 | |
| NASWOTSearch Space=SSS, Subset=non-stratified2024.11 | 16.1 | |
| TE-NASSearch Space=SSS, Subset=non-stratified2024.11 | 28.1 | |
| Zen-NASSearch Space=SSS, Subset=non-stratified2024.11 | 47 | |
| GradnormSearch Space=SSS, Subset=non-stratified2024.11 | 48.4 | |
| EZNASSearch Space=SSS, Subset=non-stratified2024.11 | 48.7 | |
| #ParamsSearch Space=SSS, Subset=non-stratified2024.11 | 53.5 | |
| GM-1Search Space=SSS, Subset=non-stratified2024.11 | 55.9 | |
| ZiCoSearch Space=SSS, Subset=non-stratified2024.11 | 56.3 | |
| SynflowSearch Space=SSS, Subset=non-stratified2024.11 | 59 | |
| GM-2Search Space=SSS, Subset=non-stratified2024.11 | 62.4 | |
| GM-3Search Space=SSS, Subset=non-stratified2024.11 | 66.8 |