Zero-cost Proxy Evaluation on NATS-Bench TSS ImageNet16-120 (non-stratified)
54.7Mean Absolute Kendall CorrelationEZNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| EZNASSearch Space=TSS, Subset=non-stratified2024.11 | 54.7 | |
| GM-1Search Space=TSS, Subset=non-stratified2024.11 | 39.1 | |
| NASWOTSearch Space=TSS, Subset=non-stratified2024.11 | 38.5 | |
| ZiCoSearch Space=TSS, Subset=non-stratified2024.11 | 36 | |
| SynflowSearch Space=TSS, Subset=non-stratified2024.11 | 35.6 | |
| GM-2Search Space=TSS, Subset=non-stratified2024.11 | 31.5 | |
| GM-3Search Space=TSS, Subset=non-stratified2024.11 | 28.8 | |
| #ParamsSearch Space=TSS, Subset=non-stratified2024.11 | 28.3 | |
| Zen-NASSearch Space=TSS, Subset=non-stratified2024.11 | 21.9 | |
| TE-NASSearch Space=TSS, Subset=non-stratified2024.11 | 8.2 | |
| GradnormSearch Space=TSS, Subset=non-stratified2024.11 | 6.7 | |
| RandomSearch Space=TSS, Subset=non-stratified2024.11 | 4.1 |