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Models/DARTS (second order)

DARTS (second order)

Reported on 8 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology8 results

  • Neural Architecture SearchonCIFAR-10
    Parameters· 2018-06-24
    3.3
    best: 4.1 (CATE)
    SOTA
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • Neural Architecture SearchonCIFAR-10
    Search Time (GPU days)· 2018-06-24
    4
    best: 224 (AlphaX-1 (cutout NASNet))
    SOTA
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • AutoMLonCIFAR-10
    Parameters· 2018-06-24
    3.3
    best: 4.1 (CATE)
    SOTA
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • AutoMLonCIFAR-10
    Search Time (GPU days)· 2018-06-24
    4
    best: 224 (AlphaX-1 (cutout NASNet))
    SOTA
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2018-06-24
    16.43
    best: 46.98 (CR-LSO)
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Search time (s)· 2018-06-24
    29902
    best: 151200 (Local search)
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2018-06-24
    16.43
    best: 46.98 (CR-LSO)
    DARTS: Differentiable Architecture SearcharXiv:1806.09055
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Search time (s)· 2018-06-24
    29902
    best: 151200 (Local search)
    DARTS: Differentiable Architecture SearcharXiv:1806.09055