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Models/LayerNAS

LayerNAS

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Methodology12 results

  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Test Accuracy· 2023-04-23
    93.2
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Validation Accuracy· 2023-04-23
    0.844
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • Neural Architecture SearchonNATS-Bench Size, ImageNet16-120
    Test Accuracy· 2023-04-23
    45.37
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • Neural Architecture SearchonNATS-Bench Size, ImageNet16-120
    Validation Accuracy· 2023-04-23
    38.12
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Test Accuracy· 2023-04-23
    70.64
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Validation Accuracy· 2023-04-23
    60.67
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, CIFAR-10
    Test Accuracy· 2023-04-23
    93.2
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, CIFAR-10
    Validation Accuracy· 2023-04-23
    0.844
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, ImageNet16-120
    Test Accuracy· 2023-04-23
    45.37
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, ImageNet16-120
    Validation Accuracy· 2023-04-23
    38.12
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, CIFAR-100
    Test Accuracy· 2023-04-23
    70.64
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517
  • AutoMLonNATS-Bench Size, CIFAR-100
    Validation Accuracy· 2023-04-23
    60.67
    SOTA
    LayerNAS: Neural Architecture Search in Polynomial ComplexityarXiv:2304.11517