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Models/SETN

SETN

Reported on 14 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.

Methodology14 results

  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Search time (s)· 2019-10-13
    31010
    SOTA
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Search time (s)· 2019-10-13
    31010
    SOTA
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • AutoMLonNAS-Bench-201, CIFAR-10
    Search time (s)· 2019-10-13
    31010
    SOTA
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • AutoMLonNAS-Bench-201, CIFAR-100
    Search time (s)· 2019-10-13
    31010
    SOTA
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2019-10-13
    32.52
    best: 46.73 (AG-Net)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2019-10-13
    56.87
    best: 73.51 (DiNAS)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2019-10-13
    59.05
    best: 73.49 (DiNAS)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Val)· 2019-10-13
    32.52
    best: 46.73 (AG-Net)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)· 2019-10-13
    56.87
    best: 73.51 (DiNAS)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Val)· 2019-10-13
    59.05
    best: 73.49 (DiNAS)
    One-Shot Neural Architecture Search via Self-Evaluated Template NetworkarXiv:1910.05733
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)
    86.19
    best: 94.37 (DiNAS)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Val)
    82.25
    best: 91.61 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)
    86.19
    best: 94.37 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Val)
    82.25
    best: 91.61 (DiNAS)