| neural-architecture-search-on-imagenet | LayerNAS-220M | – | Top-1 Error Rate: 24.4Params: 5.1MMACs: 229M |
| neural-architecture-search-on-imagenet | LayerNAS-300M | – | Top-1 Error Rate: 22.9Params: 5.2MMACs: 322M |
| neural-architecture-search-on-imagenet | LayerNAS-600M | – | Top-1 Error Rate: 21.4Params: 9.7MMACs: 627M |
| neural-architecture-search-on-imagenet | LayerNAS-60M | – | Top-1 Error Rate: 31Params: 3.7MMACs: 61M |
| neural-architecture-search-on-nas-bench-101 | LayerNAS | – | Accuracy (%): 94.26% |
| neural-architecture-search-on-nats-bench | LayerNAS | – | Test Accuracy: 46.58±0.59 |
| neural-architecture-search-on-nats-bench-1 | LayerNAS | – | Test Accuracy: 94.34±0.12 |
| neural-architecture-search-on-nats-bench-2 | LayerNAS | – | Test Accuracy: 73.01±0.63 |
| neural-architecture-search-on-nats-bench-size-1 | LayerNAS | – | Test Accuracy: 93.2Validation Accuracy: 0.844 |
| neural-architecture-search-on-nats-bench-size-2 | LayerNAS | – | Test Accuracy: 70.64Validation Accuracy: 60.67 |
| neural-architecture-search-on-nats-bench-size-3 | LayerNAS | – | Test Accuracy: 45.37Validation Accuracy: 38.12 |