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Models/ENAS

ENAS

Reported on 20 benchmarks across 4 tasks · 1 paper

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

Methodology16 results

  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)
    16.43
    best: 46.98 (CR-LSO)
  • Neural Architecture SearchonNAS-Bench-201, ImageNet-16-120
    Search time (s)
    13315
    best: 151200 (Local search)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Test)
    54.3
    best: 94.37 (DiNAS)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Accuracy (Val)
    39.77
    best: 91.61 (DiNAS)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-10
    Search time (s)
    13315
    best: 31010 (SETN)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Test)
    15.61
    best: 73.51 (DiNAS)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Accuracy (Val)
    15.03
    best: 73.49 (DiNAS)
  • Neural Architecture SearchonNAS-Bench-201, CIFAR-100
    Search time (s)
    13315
    best: 31010 (SETN)
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Accuracy (Test)
    16.43
    best: 46.98 (CR-LSO)
  • AutoMLonNAS-Bench-201, ImageNet-16-120
    Search time (s)
    13315
    best: 151200 (Local search)
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Test)
    54.3
    best: 94.37 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-10
    Accuracy (Val)
    39.77
    best: 91.61 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-10
    Search time (s)
    13315
    best: 31010 (SETN)
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Test)
    15.61
    best: 73.51 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-100
    Accuracy (Val)
    15.03
    best: 73.49 (DiNAS)
  • AutoMLonNAS-Bench-201, CIFAR-100
    Search time (s)
    13315
    best: 31010 (SETN)

Playing Games4 results

  • Atari GamesonAtari 2600 Freeway
    Score· 2020-11-30
    22
    best: 34 (TRPO-hash)
    Optimizing the Neural Architecture of Reinforcement Learning AgentsarXiv:2011.14632
  • Atari GamesonAtari 2600 Breakout
    Score· 2020-11-30
    91.4
    best: 864 (GDI-H3(200M frames))
    Optimizing the Neural Architecture of Reinforcement Learning AgentsarXiv:2011.14632
  • Video GamesonAtari 2600 Freeway
    Score· 2020-11-30
    22
    best: 34 (TRPO-hash)
    Optimizing the Neural Architecture of Reinforcement Learning AgentsarXiv:2011.14632
  • Video GamesonAtari 2600 Breakout
    Score· 2020-11-30
    91.4
    best: 864 (GDI-H3(200M frames))
    Optimizing the Neural Architecture of Reinforcement Learning AgentsarXiv:2011.14632