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Models/Shapley-NAS

Shapley-NAS

Reported on 14 benchmarks across 2 tasks · 1 paper · 2 SOTA

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)· 2022-06-20
    46.85
    best: 46.98 (CR-LSO)
    SOTA
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2022-06-20
    46.85
    best: 46.98 (CR-LSO)
    SOTA
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2022-06-20
    46.57
    best: 46.73 (AG-Net)
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2022-06-20
    94.37
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2022-06-20
    91.61
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonImageNet
    Top-1 Error Rate· 2022-06-20
    23.9
    best: 16.1 (DeepMAD-50M)
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2022-06-20
    73.51
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2022-06-20
    73.49
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2022-06-20
    46.57
    best: 46.73 (AG-Net)
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2022-06-20
    94.37
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Val)· 2022-06-20
    91.61
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonImageNet
    Top-1 Error Rate· 2022-06-20
    23.9
    best: 16.1 (DeepMAD-50M)
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2022-06-20
    73.51
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2022-06-20
    73.49
    Shapley-NAS: Discovering Operation Contribution for Neural Architecture SearcharXiv:2206.09811