Metric: Test Accuracy (higher is better)
| # | Model↕ | Test Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RE (Real et al., 2019) | 94.13 | No | Regularized Evolution for Image Classifier Archi... | 2018-02-05 | Code |
| 2 | PPO (Schulman et al., 2017) | 94.02 | No | Proximal Policy Optimization Algorithms | 2017-07-20 | Code |
| 3 | TE-NAS (Chen et al., 2021) | 93.9 | No | Neural Architecture Search on ImageNet in Four G... | 2021-02-23 | Code |
| 4 | NASI (Shu et al., 2021) | 93.55 | No | NASI: Label- and Data-agnostic Neural Architectu... | 2021-09-02 | - |
| 5 | EigenNas (Zhu et al., 2022) | 93.46 | No | Generalization Properties of NAS under Activatio... | 2022-09-15 | - |
| 6 | FairNAS (Chu et al., 2021) | 93.23 | No | FairNAS: Rethinking Evaluation Fairness of Weigh... | 2019-07-03 | Code |
| 7 | KNAS (Xu et al., 2021) | 93.05 | No | KNAS: Green Neural Architecture Search | 2021-11-26 | Code |