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SotA/Methodology/Stochastic Optimization/ImageNet ResNet-50 - 90 Epochs

Stochastic Optimization on ImageNet ResNet-50 - 90 Epochs

Metric: Top 1 Accuracy (higher is better)

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#Model↕Top 1 Accuracy▼AugmentationsPaperDate↕Code
1AvaGrad76.51NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
2SGD75.99NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
3AdamW72.9NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
4AdaBound72.01NoDomain-independent Dominance of Adaptive Methods2019-12-04Code