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SotA/Methodology/Stochastic Optimization/CIFAR-10 WRN-28-10 - 200 Epochs

Stochastic Optimization on CIFAR-10 WRN-28-10 - 200 Epochs

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼AugmentationsPaperDate↕Code
1Adam (eps-adjusted)96.36NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
2AvaGrad96.2NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
3SGD96.14NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
4AdaShift95.92NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
5AdamW95.89NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
6AdaBound94.6NoDomain-independent Dominance of Adaptive Methods2019-12-04Code