Architecture Representation Quality on NAS-Bench-101 1.0 (test)
89.73ValidityArch-VQ
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Arch-VQInference temperature=0.72025.03 | 89.73 | 97.78 | 95.69 | 85.86 | 11.16 | 10.01 | |
| DGMG2025.03 | 89.7 | 99.99 | 29.24 | 26.23 | 16.72 | 15 | |
| D-VAE2025.03 | 82.55 | 25.89 | 19.84 | 16.38 | 16.52 | 13.64 | |
| SVGe2025.03 | 79.16 | 99.57 | 32.1 | 25.41 | 16.37 | 12.96 | |
| AG-Net2025.03 | 71.69 | — | 97.92 | 70.2 | 62.3 | 44.66 | |
| Arch-VQInference temperature=2.42025.03 | 42.22 | 97.78 | 99.81 | 42.14 | 60.76 | 25.62 | |
| Arch2Vec2025.03 | 35.36 | 98.13 | 99.73 | 35.27 | 85.54 | 30.26 |