Stochastic Optimization on ImageNet ResNet-50 - 90 Epochs
Metric: Top 1 Accuracy (higher is better)
Metric: Top 1 Accuracy (higher is better)
| # | Model↕ | Top 1 Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AvaGrad | 76.51 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 2 | SGD | 75.99 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 3 | AdamW | 72.9 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |
| 4 | AdaBound | 72.01 | No | Domain-independent Dominance of Adaptive Methods | 2019-12-04 | Code |