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Datasets/NATS-Bench

NATS-Bench

A unified benchmark on searching for both topology and size, for (almost) any up-to-date NAS algorithm. NATS-Bench includes the search space of 15,625 neural cell candidates for architecture topology and 32,768 for architecture size on three datasets.

Source: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

Related Benchmarks

NATS-Bench Size, CIFAR-10/AutoML/Acc. (test)NATS-Bench Size, CIFAR-10/AutoML/Kendall's TauNATS-Bench Size, CIFAR-10/AutoML/Pearson RNATS-Bench Size, CIFAR-10/AutoML/Spearman's RhoNATS-Bench Size, CIFAR-10/AutoML/Test AccuracyNATS-Bench Size, CIFAR-10/AutoML/Validation AccuracyNATS-Bench Size, CIFAR-10/Neural Architecture Search/Acc. (test)NATS-Bench Size, CIFAR-10/Neural Architecture Search/Kendall's TauNATS-Bench Size, CIFAR-10/Neural Architecture Search/Pearson RNATS-Bench Size, CIFAR-10/Neural Architecture Search/Spearman's RhoNATS-Bench Size, CIFAR-10/Neural Architecture Search/Test AccuracyNATS-Bench Size, CIFAR-10/Neural Architecture Search/Validation AccuracyNATS-Bench Size, CIFAR-100/AutoML/Acc. (test)NATS-Bench Size, CIFAR-100/AutoML/Kendall's TauNATS-Bench Size, CIFAR-100/AutoML/Pearson RNATS-Bench Size, CIFAR-100/AutoML/Spearman's RhoNATS-Bench Size, CIFAR-100/AutoML/Test AccuracyNATS-Bench Size, CIFAR-100/AutoML/Validation AccuracyNATS-Bench Size, CIFAR-100/Neural Architecture Search/Acc. (test)NATS-Bench Size, CIFAR-100/Neural Architecture Search/Kendall's TauNATS-Bench Size, CIFAR-100/Neural Architecture Search/Pearson RNATS-Bench Size, CIFAR-100/Neural Architecture Search/Spearman's RhoNATS-Bench Size, CIFAR-100/Neural Architecture Search/Test AccuracyNATS-Bench Size, CIFAR-100/Neural Architecture Search/Validation AccuracyNATS-Bench Size, ImageNet16-120/AutoML/Kendall's TauNATS-Bench Size, ImageNet16-120/AutoML/Spearman's RhoNATS-Bench Size, ImageNet16-120/AutoML/Test AccuracyNATS-Bench Size, ImageNet16-120/AutoML/Validation AccuracyNATS-Bench Size, ImageNet16-120/Neural Architecture Search/Kendall's TauNATS-Bench Size, ImageNet16-120/Neural Architecture Search/Spearman's RhoNATS-Bench Size, ImageNet16-120/Neural Architecture Search/Test AccuracyNATS-Bench Size, ImageNet16-120/Neural Architecture Search/Validation AccuracyNATS-Bench Topology, CIFAR-10/AutoML/Kendall's TauNATS-Bench Topology, CIFAR-10/AutoML/Spearman's RhoNATS-Bench Topology, CIFAR-10/AutoML/Test AccuracyNATS-Bench Topology, CIFAR-10/Neural Architecture Search/Kendall's TauNATS-Bench Topology, CIFAR-10/Neural Architecture Search/Spearman's RhoNATS-Bench Topology, CIFAR-10/Neural Architecture Search/Test AccuracyNATS-Bench Topology, CIFAR-100/AutoML/Kendall's TauNATS-Bench Topology, CIFAR-100/AutoML/Spearman's RhoNATS-Bench Topology, CIFAR-100/AutoML/Test AccuracyNATS-Bench Topology, CIFAR-100/Neural Architecture Search/Kendall's TauNATS-Bench Topology, CIFAR-100/Neural Architecture Search/Spearman's RhoNATS-Bench Topology, CIFAR-100/Neural Architecture Search/Test AccuracyNATS-Bench Topology, ImageNet16-120/AutoML/Kendall's TauNATS-Bench Topology, ImageNet16-120/AutoML/Spearman's RhoNATS-Bench Topology, ImageNet16-120/AutoML/Test AccuracyNATS-Bench Topology, ImageNet16-120/Neural Architecture Search/Kendall's TauNATS-Bench Topology, ImageNet16-120/Neural Architecture Search/Spearman's RhoNATS-Bench Topology, ImageNet16-120/Neural Architecture Search/Test Accuracy

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