Stochastic Optimization on CIFAR-10 WRN-28-10 - 200 Epochs
Metric: Accuracy (higher is better)
Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Adam (eps-adjusted) | 96.36 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 2 | AvaGrad | 96.2 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 3 | SGD | 96.14 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 4 | AdaShift | 95.92 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 5 | AdamW | 95.89 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 6 | AdaBound | 94.6 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |