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Models/DARTS-

DARTS-

Reported on 14 benchmarks across 2 tasks · 1 paper

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

Methodology14 results

  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2020-09-02
    45.12
    best: 46.98 (CR-LSO)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2020-09-02
    44.87
    best: 46.73 (AG-Net)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2020-09-02
    93.8
    best: 94.37 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2020-09-02
    91.03
    best: 91.61 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Search time (s)· 2020-09-02
    11520
    best: 31010 (SETN)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2020-09-02
    71.53
    best: 73.51 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2020-09-02
    71.36
    best: 73.49 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2020-09-02
    45.12
    best: 46.98 (CR-LSO)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2020-09-02
    44.87
    best: 46.73 (AG-Net)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2020-09-02
    93.8
    best: 94.37 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2020-09-02
    91.03
    best: 91.61 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, CIFAR-10
    Search time (s)· 2020-09-02
    11520
    best: 31010 (SETN)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2020-09-02
    71.53
    best: 73.51 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2020-09-02
    71.36
    best: 73.49 (DiNAS)
    DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsarXiv:2009.01027