Architecture performance prediction on NATS-Bench SSS CIFAR-10 (stratified subset)
88.8mAKCCGM-3
Evaluation results
| Method | Links | |
|---|---|---|
| GM-32024.11 | 88.8 | |
| EZNAS2024.11 | 82.8 | |
| GM-22024.11 | 82.7 | |
| Synflow2024.11 | 80.6 | |
| ZiCo2024.11 | 79.5 | |
| GM-12024.11 | 78.3 | |
| Zen-NAS2024.11 | 77.2 | |
| #Params2024.11 | 75.8 | |
| ZiCo2024.11 | 75 | |
| Synflow2024.11 | 73.9 | |
| NASWOT2024.11 | 71.2 | |
| GM-22024.11 | 65.5 | |
| GM-12024.11 | 61.9 | |
| Gradnorm2024.11 | 59.5 | |
| EZNAS2024.11 | 57.4 | |
| TE-NAS2024.11 | 53.8 | |
| NASWOT2024.11 | 53.3 | |
| Gradnorm2024.11 | 41 | |
| GM-32024.11 | 39.1 | |
| #Params2024.11 | 38.1 | |
| Zen-NAS2024.11 | 31 | |
| TE-NAS2024.11 | 14.5 | |
| Random2024.11 | 5.1 | |
| Random2024.11 | 4.3 |