Stochastic Optimization on CIFAR-100 WRN-28-10 - 200 Epochs
Metric: Accuracy (higher is better)
Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AvaGrad | 81.24 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 2 | AdaShift | 81.12 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 3 | Adam (eps-adjusted) | 81.04 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 4 | SGD | 80.95 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 5 | AdamW | 79.87 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 6 | AdaBound | 77.24 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |