Image Classification on ImageNet-16 NAS-Bench-201 (test)
45.05AccuracyKNAS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KNASType=MGM, k=402021.11 | 45.05 | — | 25 | |
| REAType=Search2021.11 | 45.01 | — | 1 | |
| RSType=Search2021.11 | 44.88 | — | 1 | |
| KNASType=MGM, k=202021.11 | 44.63 | — | 50 | |
| KNASType=Train-free, k=202022.09 | 44.63 | — | — | |
| NASWOTType=Training-free2021.11 | 44.43 | — | 100 | |
| NASWOTType=Train-free2022.09 | 44.43 | — | — | |
| BOHBType=Search2021.11 | 44.33 | — | 1 | |
| RLType=Search2021.11 | 44.1 | — | 1 | |
| NAS-RLType=Search2022.09 | 44.1 | — | — | |
| ResNetType=w/o Search2021.11 | 43.63 | — | — | |
| ResNetType=w/o Search2022.09 | 42.63 | — | — | |
| TE-NASType=Training-free2021.11 | 42.38 | — | 100 | |
| TE-NASType=Train-free2022.09 | 42.38 | — | — | |
| GDASType=Gradient2021.11 | 37.97 | — | 7.7 | |
| RSPSType=Search2021.11 | 36.87 | — | 9.6 | |
| DARTSType=Gradient2021.11 | 33.04 | — | 9.1 | |
| DARTSType=Gradient2022.09 | 33.04 | — | — |