Neural Architecture Search On Nas Bench 201 1
Metrics
Accuracy (Test)
Accuracy (Val)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Accuracy (Test) | Accuracy (Val) |
|---|---|---|
| neural-architecture-ranker | 94.33 | 91.44 |
| b-darts-beta-decay-regularization-for | 94.36 | 91.55 |
| Model 3 | 54.30 | 39.77 |
| searching-for-a-robust-neural-architecture-in-1 | 93.61 | 89.89 |
| does-unsupervised-architecture-representation | 94.18 | 91.41 |
| epe-nas-efficient-performance-estimation | 92.63 | 89.90 |
| snas-stochastic-neural-architecture-search | 92.77 | 90.10 |
| shapley-nas-discovering-operation-1 | 94.37 | 91.61 |
| darts-robustly-stepping-out-of-performance | 93.80 | 91.03 |
| Model 10 | 86.19 | 82.25 |
| Model 11 | 54.30 | 39.77 |
| nas-lid-efficient-neural-architecture-search | 92.9 | 89.74 |
| du-darts-decreasing-the-uncertainty-of | 93.86 | 91.21 |
| learning-where-to-look-generative-nas-is | 94.37 | 91.61 |
| balenas-differentiable-architecture-search | 94.33 | 91.52 |
| l-darts-mitigating-performance-collapse-by | 94.36 | 91.55 |
| geometry-aware-gradient-algorithms-for-neural | 94.1 | - |
| random-search-and-reproducibility-for-neural | 87.66 | 84.16 |
| is-darts-stabilizing-darts-through-precise | 94.36 | 91.55 |
| catch-context-based-meta-reinforcement | - | 91.33 |
| drnas-dirichlet-neural-architecture-search | 94.36 | 91.55 |
| efficient-neural-architecture-search-via | 54.3 | 39.77 |
| pre-nas-predictor-assisted-evolutionary | 94.04 | 91.37 |
| cyclic-differentiable-architecture-search | 94.02 | 91.12 |
| epe-nas-efficient-performance-estimation | 91.31 | 87.87 |
| generic-neural-architecture-search-via | 94.18 | - |
| cr-lso-convex-neural-architecture | 94.35 | 91.54 |
| a-darts-once-more-enhancing-differentiable | 94.3 | 91.49 |
| differentiable-architecture-search-with-1 | 94.27 | 91.3 |
| guided-evolutionary-neural-architecture | 93.99 | 91.26 |
| fairnas-rethinking-evaluation-fairness-of | 93.23 | 90.07 |
| epe-nas-efficient-performance-estimation | 92.27 | 88.17 |
| epe-nas-efficient-performance-estimation | 91.59 | 88.74 |
| idarts-differentiable-architecture-search | 93.58 | 89.86 |
| when-nas-meets-trees-an-efficient-algorithm | 94.35 | - |
| multi-conditioned-graph-diffusion-for-neural | 94.37 | 91.61 |
| knas-green-neural-architecture-search | 93.43 | - |