Zero-cost Proxy Evaluation on NATS-Bench TSS CIFAR-10 (non-stratified)
0.611Mean Absolute Kendall CorrelationEZNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| EZNASSearch Space=TSS, Subset=non-stratified2024.11 | 0.611 | |
| GM-1Search Space=TSS, Subset=non-stratified2024.11 | 0.502 | |
| NASWOTSearch Space=TSS, Subset=non-stratified2024.11 | 0.43 | |
| ZiCoSearch Space=TSS, Subset=non-stratified2024.11 | 0.39 | |
| SynflowSearch Space=TSS, Subset=non-stratified2024.11 | 0.374 | |
| #ParamsSearch Space=TSS, Subset=non-stratified2024.11 | 0.373 | |
| GM-2Search Space=TSS, Subset=non-stratified2024.11 | 0.337 | |
| TE-NASSearch Space=TSS, Subset=non-stratified2024.11 | 0.248 | |
| GradnormSearch Space=TSS, Subset=non-stratified2024.11 | 0.147 | |
| Zen-NASSearch Space=TSS, Subset=non-stratified2024.11 | 0.126 | |
| GM-3Search Space=TSS, Subset=non-stratified2024.11 | 0.089 | |
| RandomSearch Space=TSS, Subset=non-stratified2024.11 | 0.044 |