| Neural Architecture Transfer | ✓ Link | 1.6 | 6.9M | 468M | | NAT-M4 | 2020-05-12 |
| Neural Architecture Transfer | ✓ Link | 1.8 | 6.2M | 392M | | NAT-M3 | 2020-05-12 |
| Neural Architecture Optimization | ✓ Link | 1.93 | 144.6M | | | NAONet + c/o | 2018-08-22 |
| sharpDARTS: Faster and More Accurate Differentiable Architecture Search | ✓ Link | 1.98 | 3.6M | 579M | | SharpSepConvDARTS | 2019-03-23 |
| MUXConv: Information Multiplexing in Convolutional Neural Networks | ✓ Link | 2.0 | 2.1M | 200M | | MUXNet-m | 2020-03-31 |
| ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware | ✓ Link | 2.08 | 5.7M | | | Proxyless-G + c/o | 2018-12-02 |
| Neural Architecture Transfer | ✓ Link | 2.1 | 4.6M | 291M | | NAT-M2 | 2020-05-12 |
| Regularized Evolution for Image Classifier Architecture Search | ✓ Link | 2.13 | 34.9M | | | AmoebaNet-B + c/o | 2018-02-05 |
| Path-Level Network Transformation for Efficient Architecture Search | ✓ Link | 2.30 | 14.3M | | | PathLevel EAS + c/o | 2018-06-07 |
| Neural Architecture Search with Reinforcement Learning | ✓ Link | 2.4 | 27.6M | | | NAS-RL-A + c/o | 2016-11-05 |
| CATE: Computation-aware Neural Architecture Encoding with Transformers | ✓ Link | 2.46 | 4.1 | | 10.3 | CATE | 2021-02-14 |
| Learning Implicitly Recurrent CNNs Through Parameter Sharing | ✓ Link | 2.53 | 33.5 | | | Soft Parameter Sharing | 2019-02-26 |
| Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? | ✓ Link | 2.56 | 3.6 | | 10.5 | arch2vec | 2020-06-12 |
| A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS | ✓ Link | 2.58 | 4.1M | | | GATES + c/o | 2020-04-04 |
| Neural Architecture Transfer | ✓ Link | 2.6 | 4.3M | 232M | | NAT-M1 | 2020-05-12 |
| DARTS: Differentiable Architecture Search | ✓ Link | 2.83 | 3.4M | | 4 | DARTS + c/o | 2018-06-24 |
| Efficient Neural Architecture Search via Parameter Sharing | ✓ Link | 2.89 | 4.6M | | | ENAS + c/o | 2018-02-09 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | ✓ Link | | 3.6 | | | EEEA-Net-C (b=5)+ CO | 2021-08-13 |
| AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search | ✓ Link | | 3.59M | | | AlphaX-1 (cutout NASNet) | 2019-03-26 |