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Models/GenNAS

GenNAS

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-101
    Spearman Correlation· 2021-08-04
    0.87
    SOTA
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-101
    Spearman Correlation· 2021-08-04
    0.87
    SOTA
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2021-08-04
    45.59
    best: 46.98 (CR-LSO)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Search time (s)· 2021-08-04
    1080
    best: 151200 (Local search)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2021-08-04
    94.18
    best: 94.37 (DiNAS)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Search time (s)· 2021-08-04
    1080
    best: 31010 (SETN)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2021-08-04
    72.56
    best: 73.51 (DiNAS)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Search time (s)· 2021-08-04
    1080
    best: 31010 (SETN)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)· 2021-08-04
    45.59
    best: 46.98 (CR-LSO)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Search time (s)· 2021-08-04
    1080
    best: 151200 (Local search)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)· 2021-08-04
    94.18
    best: 94.37 (DiNAS)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, CIFAR-10
    Search time (s)· 2021-08-04
    1080
    best: 31010 (SETN)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2021-08-04
    72.56
    best: 73.51 (DiNAS)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899
  • AutoMLonNAS-Bench-201, CIFAR-100
    Search time (s)· 2021-08-04
    1080
    best: 31010 (SETN)
    Generic Neural Architecture Search via RegressionarXiv:2108.01899