Image Classification on CIFARTile (test)
30.33Test ErrorBOHNAS
Evaluation Results
| Method | Links | |
|---|---|---|
| BOHNASTraining protocol=NB201†2022.11 | 30.33 | |
| BOHNASSearch Space=hierarchical, Selection=Best across three seeds2022.11 | 30.33 | |
| BOHNASSearch Space=hierarchical, Selection=Mean2022.11 | 32.28 | |
| Previous bestTraining protocol=NB201†2022.11 | 35.75 | |
| NASBOWLSearch Space=hierarchical2022.11 | 35.75 | |
| NASBOTSearch Space=hierarchical2022.11 | 36.47 | |
| BOHNASSearch Space=hierarchical-variant, Selection=Mean2022.11 | 37.44 | |
| RSSearch Space=hierarchical2022.11 | 38.11 | |
| BOHNASSearch Space=hierarchical-variant, Selection=Best across three seeds2022.11 | 39.2 | |
| NASWOTSearch Space=cell-based, N=10002022.11 | 39.61 | |
| NASWOTSearch Space=cell-based, N=100002022.11 | 39.9 | |
| ResNetSearch Space=hierarchical2022.11 | 40.93 | |
| EfficientNetSearch Space=hierarchical, Variant=B02022.11 | 40.99 | |
| NASWOTSearch Space=cell-based, N=1002022.11 | 41.63 | |
| NASWOTSearch Space=cell-based, N=102022.11 | 41.83 | |
| NASWOTSearch Space=hierarchical, N=1002022.11 | 42.45 | |
| AREASearch Space=hierarchical2022.11 | 43.31 | |
| NASWOTSearch Space=hierarchical, N=102022.11 | 45.66 | |
| RESearch Space=hierarchical2022.11 | 49.46 | |
| RSSearch Space=cell-based2022.11 | 52.72 | |
| RESearch Space=cell-based2022.11 | 52.79 | |
| NASBOWLSearch Space=cell-based2022.11 | 52.81 | |
| BOHNASSearch Space=cell-based, Selection=Mean2022.11 | 52.81 | |
| BOHNASSearch Space=cell-based, Selection=Best across three seeds2022.11 | 53.18 | |
| DARTSSearch Space=hierarchical2022.11 | 54.77 | |
| DrNASSearch Space=hierarchical2022.11 | 55.15 | |
| ResNetSearch Space=cell-based, Backbone=ResNet-182022.11 | 57.8 | |
| EfficientNetSearch Space=cell-based, Variant=B02022.11 | 61.01 | |
| DARTSSearch Space=cell-based2022.11 | 76.1 |