Neural Architecture Search on ImageNet
Metric: Params (higher is better)
Metric: Params (higher is better)
| # | Model↕ | Params▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ZenNAS (0.1ms) | 30.1 | No | Zen-NAS: A Zero-Shot NAS for High-Performance De... | 2021-02-01 | Code |
| 2 | GAEA PC-DARTS | 5.6 | No | Geometry-Aware Gradient Algorithms for Neural Ar... | 2020-04-16 | Code |
| 3 | EvNAS-B | 5.3 | No | Evolving Neural Architecture Using One Shot Model | 2020-12-23 | Code |
| 4 | GDAS | 5.3 | No | - | - | - |
| 5 | EvNAS-A | 5.1 | No | Evolving Neural Architecture Using One Shot Model | 2020-12-23 | Code |
| 6 | PNAS | 5.1 | No | Progressive Neural Architecture Search | 2017-12-02 | Code |
| 7 | EvNAS-C | 4.9 | No | Evolving Neural Architecture Using One Shot Model | 2020-12-23 | Code |
| 8 | DARTS | 4.9 | No | DARTS: Differentiable Architecture Search | 2018-06-24 | Code |