Neural Architecture Search on NAS-Bench-201 CIFAR-10
90.4Spearman CorrelationParZC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ParZC2024.02 | 90.4 | 70.6 | |
| AZ-NAS2026.06 | 89.2 | 71.2 | |
| InTrain2026.06 | 85.7 | 66.9 | |
| EZNAS2024.02 | 83 | 65 | |
| VKDNWvariant=single2026.06 | 81.5 | 61.8 | |
| ZiCo2026.06 | 80.2 | 60.7 | |
| Jacov2026.06 | 80 | 61.6 | |
| FLOPs2026.06 | 79.9 | 62.3 | |
| NWOT2024.02 | 77 | 58 | |
| NASWOT2026.06 | 76.2 | 57.1 | |
| Synflow2026.06 | 75.8 | 56.1 | |
| ZiCo2024.02 | 74 | 54 | |
| Synflow2024.02 | 73 | 54 | |
| TE-NAS2026.06 | 72.2 | 53.6 | |
| Params2024.02 | 72 | 54 | |
| FLOPS2024.02 | 69 | 50 | |
| L2Norm2024.02 | 68 | 49 | |
| SNIP2026.06 | 59.1 | 43.1 | |
| GradNorm2024.02 | 58 | 42 | |
| SNIP2024.02 | 58 | 43 | |
| Fisher2026.06 | 55 | 40 | |
| GraSP2024.02 | 51 | 35 | |
| GraSp2026.06 | 50.5 | 35.2 | |
| Fisher2024.02 | 50 | 37 | |
| Grad norm2026.06 | 43.8 | 32.8 | |
| Zen2024.02 | 35 | 27 | |
| Zen-score2026.06 | 10.3 | 10.2 |