Architecture performance prediction on NATS-Bench SSS CIFAR-100 (stratified subset)
3.4mAKCCRandom
Evaluation results
| Method | Links | |
|---|---|---|
| Random2024.11 | 3.4 | |
| Random2024.11 | 4.5 | |
| NASWOT2024.11 | 14.9 | |
| Zen-NAS2024.11 | 18.2 | |
| Gradnorm2024.11 | 20.9 | |
| TE-NAS2024.11 | 21 | |
| TE-NAS2024.11 | 28.6 | |
| GM-32024.11 | 29.6 | |
| #Params2024.11 | 42.9 | |
| Synflow2024.11 | 45.9 | |
| Zen-NAS2024.11 | 47.2 | |
| ZiCo2024.11 | 48.3 | |
| #Params2024.11 | 48.9 | |
| NASWOT2024.11 | 52.7 | |
| GM-22024.11 | 55.8 | |
| ZiCo2024.11 | 58.1 | |
| Gradnorm2024.11 | 59.1 | |
| Synflow2024.11 | 59.8 | |
| EZNAS2024.11 | 64.4 | |
| GM-12024.11 | 65.3 | |
| EZNAS2024.11 | 70 | |
| GM-12024.11 | 70.5 | |
| GM-32024.11 | 74.4 | |
| GM-22024.11 | 76.9 |