Image Classification on AddNIST (test)
4.27Test ErrorBOHNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| BOHNASSearch Space=hierarchical-variant, Selection=Mean2022.11 | 4.27 | |
| BOHNASSearch Space=hierarchical-variant, Selection=Best across three seeds2022.11 | 4.57 | |
| BOHNASSearch Space=hierarchical, Selection=Mean2022.11 | 6.09 | |
| BOHNASSearch Space=hierarchical, Selection=Best across three seeds2022.11 | 6.33 | |
| RSSearch Space=hierarchical2022.11 | 7.4 | |
| NASBOTSearch Space=hierarchical2022.11 | 7.45 | |
| EfficientNetSearch Space=hierarchical, Variant=B12022.11 | 7.56 | |
| RESearch Space=cell-based2022.11 | 7.69 | |
| ResNetSearch Space=cell-based, Backbone=ResNet-342022.11 | 7.78 | |
| RSSearch Space=cell-based2022.11 | 7.82 | |
| NASBOWLSearch Space=cell-based2022.11 | 7.86 | |
| BOHNASSearch Space=cell-based, Selection=Mean2022.11 | 7.86 | |
| BOHNASSearch Space=cell-based, Selection=Best across three seeds2022.11 | 8.04 | |
| ResNetSearch Space=hierarchical2022.11 | 8.05 | |
| NASBOWLSearch Space=hierarchical2022.11 | 8.2 | |
| DrNASSearch Space=hierarchical2022.11 | 9.92 | |
| NASWOTSearch Space=cell-based, N=102022.11 | 10.11 | |
| DARTSSearch Space=hierarchical2022.11 | 10.18 | |
| NASWOTSearch Space=cell-based, N=10002022.11 | 10.68 | |
| NASWOTSearch Space=cell-based, N=100002022.11 | 10.72 | |
| NASWOTSearch Space=cell-based, N=1002022.11 | 10.75 | |
| RESearch Space=hierarchical2022.11 | 11.81 | |
| EfficientNetSearch Space=cell-based, Variant=B12022.11 | 13.24 | |
| NASWOTSearch Space=hierarchical, N=102022.11 | 13.57 | |
| AREASearch Space=hierarchical2022.11 | 14.47 | |
| NASWOTSearch Space=hierarchical, N=1002022.11 | 14.82 | |
| DARTSSearch Space=cell-based2022.11 | 73.21 |