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SotA/Methodology/Model Compression/CIFAR-10

Model Compression on CIFAR-10

Metric: Size (MB) (higher is better)

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#Model↕Size (MB)▼AugmentationsPaperDate↕Code
1SST-HT1005.1122NoOnline Multi-target regression trees with stacke...2019-03-29-
2993.5337NoOnline Multi-target regression trees with stacke...2019-03-29-
3AlexNet – Quantised54.6NoQuantisation and Pruning for Neural Network Comp...2020-01-14Code
4MobileNet – Quantised2.9NoQuantisation and Pruning for Neural Network Comp...2020-01-14Code
5ShuffleNet – Quantised1.9NoQuantisation and Pruning for Neural Network Comp...2020-01-14Code