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Models/SNAS

SNAS

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology10 results

  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2018-12-24
    92.77
    best: 94.37 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2018-12-24
    90.1
    best: 91.61 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2018-12-24
    69.34
    best: 73.51 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2018-12-24
    69.69
    best: 73.49 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2018-12-24
    92.77
    best: 94.37 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2018-12-24
    90.1
    best: 91.61 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2018-12-24
    69.34
    best: 73.51 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2018-12-24
    69.69
    best: 73.49 (DiNAS)
    SOTA
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2018-12-24
    43.16
    best: 46.98 (CR-LSO)
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2018-12-24
    43.16
    best: 46.98 (CR-LSO)
    SNAS: Stochastic Neural Architecture SearcharXiv:1812.09926