Neural Architecture Search Ranking Correlation on Neural Design Spaces CIFAR-10
0.68Kendall TauGenNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| GenNASvariant=search-D, NAS-Space=DARTS2021.08 | 0.68 | |
| GenNASvariant=search-R, NAS-Space=DARTS2021.08 | 0.63 | |
| GenNASvariant=search-N, NAS-Space=DARTS2021.08 | 0.52 | |
| GenNASvariant=search-R, NAS-Space=ResNeXt-B2021.08 | 0.52 | |
| NASWOTNAS-Space=DARTS2021.08 | 0.48 | |
| GenNASvariant=combo, NAS-Space=DARTS2021.08 | 0.45 | |
| synflowNAS-Space=DARTS2021.08 | 0.3 | |
| GenNASvariant=single, NAS-Space=DARTS2021.08 | 0.3 |