Architecture performance prediction on NATS-Bench SSS ImageNet16-120 (stratified subset)
85.6Mean Abs Kendall Corr CoeffGM-2
Evaluation results
| Method | Links | |
|---|---|---|
| GM-22024.11 | 85.6 | |
| ZiCo2024.11 | 80.9 | |
| GM-32024.11 | 79.4 | |
| Synflow2024.11 | 71.3 | |
| EZNAS2024.11 | 70.7 | |
| GM-12024.11 | 67.6 | |
| EZNAS2024.11 | 66.2 | |
| GM-12024.11 | 64.3 | |
| ZiCo2024.11 | 62.1 | |
| #Params2024.11 | 59.4 | |
| Zen-NAS2024.11 | 59 | |
| GM-32024.11 | 57 | |
| GM-22024.11 | 55.8 | |
| Gradnorm2024.11 | 47.4 | |
| NASWOT2024.11 | 43.2 | |
| Synflow2024.11 | 39.9 | |
| TE-NAS2024.11 | 36.3 | |
| NASWOT2024.11 | 34.7 | |
| #Params2024.11 | 31.3 | |
| Zen-NAS2024.11 | 22 | |
| TE-NAS2024.11 | 11.6 | |
| Gradnorm2024.11 | 7.1 | |
| Random2024.11 | 4.2 | |
| Random2024.11 | 4 |