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SotA/Methodology/Stochastic Optimization/CIFAR-10 ResNet-18 - 200 Epochs

Stochastic Optimization on CIFAR-10 ResNet-18 - 200 Epochs

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼AugmentationsPaperDate↕Code
1SGD - cosine LR schedule95.55NoBenchopt: Reproducible, efficient and collaborat...2022-06-27Code
2Lookahead95.27NoLookahead Optimizer: k steps forward, 1 step back2019-07-19Code
3SGD95.23NoLookahead Optimizer: k steps forward, 1 step back2019-07-19Code
4ADAM94.84NoLookahead Optimizer: k steps forward, 1 step back2019-07-19Code