Image Classification on ImageNet16-120 (test)
50.52AccuracyNADER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NADER# Archs=5002025.12 | 50.52 | — | |
| OptimalSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 47.31 | — | |
| Oracle2025.12 | 47.31 | — | |
| OptimalSearch Space=NAS-Bench-2012026.04 | 47.31 | — | |
| B-DARTSSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 46.34 | — | |
| A-DARTSSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 46.34 | — | |
| G-ICSO-NASSearch Space=NAS-Bench-2012026.04 | 45.66 | — | |
| DARTS-Search Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 45.12 | — | |
| DARTS-Search Space=NAS-Bench-2012026.04 | 45.12 | — | |
| ResNetSearch Space=NAS-Bench-2012026.04 | 43.63 | — | |
| SNASSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 43.16 | — | |
| Randomtype=baseline, Search Space=NAS-Bench-2012026.04 | 42.96 | — | |
| GDASSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 41.71 | — | |
| PC-DARTSSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 41.31 | — | |
| PC-DARTSSearch Space=NAS-Bench-2012026.04 | 41.31 | — | |
| DSNASSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 41.07 | — | |
| DSNASSearch Space=NAS-Bench-2012026.04 | 41.07 | — | |
| GDASSearch Space=NAS-Bench-2012026.04 | 41.02 | — | |
| iDARTSSearch Space=NAS-Bench-201, Search Dataset=CIFAR-102022.10 | 40.89 | — | |
| iDARTSSearch Space=NAS-Bench-2012026.04 | 40.89 | — | |
| SETNSearch Space=NAS-Bench-2012026.04 | 32.52 | — | |
| LeMo-NADe-GPT4# Archs=302025.12 | 27.7 | — | |
| RandomNASSearch Space=NAS-Bench-2012026.04 | 26.28 | — | |
| DARTS (1st)Search Space=NAS-Bench-201, Search Dataset=CIFAR-10, Order=first-order2022.10 | 16.32 | — | |
| DARTS (2nd)Search Space=NAS-Bench-201, Search Dataset=CIFAR-10, Order=second-order2022.10 | 16.32 | — | |
| DARTSOrder=1st, Search Space=NAS-Bench-2012026.04 | 16.32 | — | |
| DARTSOrder=2nd, Search Space=NAS-Bench-2012026.04 | 16.32 | — | |
| ENASSearch Space=NAS-Bench-2012026.04 | 14.57 | — | |
| AREASearch Space=hierarchical2022.11 | — | 58.47 | |
| BOHNASTraining protocol=NB201†2022.11 | — | 48.16 | |
| BOHNASSearch Space=cell-based, Selection=Mean2022.11 | — | 53.67 | |
| BOHNASSearch Space=hierarchical, Selection=Mean2022.11 | — | 53.43 | |
| BOHNASSearch Space=cell-based, Selection=Best across three seeds2022.11 | — | 53.54 | |
| BOHNASSearch Space=hierarchical, Selection=Best across three seeds2022.11 | — | 52.78 | |
| BOHNASSearch Space=hierarchical-variant, Selection=Mean2022.11 | — | 49.47 | |
| BOHNASSearch Space=hierarchical-variant, Selection=Best across three seeds2022.11 | — | 48.16 | |
| DARTSSearch Space=cell-based2022.11 | — | 81.59 | |
| DrNASSearch Space=cell-based2022.11 | — | 53.66 | |
| EfficientNetSearch Space=cell-based, Variant=B02022.11 | — | 77.73 | |
| NAS-Bench-201 oracleSearch Space=cell-based2022.11 | — | 52.69 | |
| NASBOTSearch Space=hierarchical2022.11 | — | 54.61 | |
| NASBOWLSearch Space=cell-based2022.11 | — | 53.67 | |
| NASBOWLSearch Space=hierarchical2022.11 | — | 53.43 | |
| NASWOTSearch Space=cell-based, N=102022.11 | — | 56.8 | |
| NASWOTSearch Space=hierarchical, N=102022.11 | — | 58.33 | |
| NASWOTSearch Space=cell-based, N=1002022.11 | — | 55.99 | |
| NASWOTSearch Space=hierarchical, N=1002022.11 | — | 57.58 | |
| NASWOTSearch Space=cell-based, N=10002022.11 | — | 58.93 | |
| NASWOTSearch Space=cell-based, N=100002022.11 | — | 54.2 | |
| Previous bestTraining protocol=NB201†2022.11 | — | 53.15 | |
| RESearch Space=cell-based2022.11 | — | 53.92 | |
| RESearch Space=hierarchical2022.11 | — | 58.66 | |
| ResNetSearch Space=cell-based, Backbone=ResNet-562022.11 | — | 53.67 | |
| RSSearch Space=cell-based2022.11 | — | 54.83 | |
| RSSearch Space=hierarchical2022.11 | — | 54.24 |