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Models/BossNAS

BossNAS

Reported on 16 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Methodology16 results

  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Acc. (test)· 2021-03-23
    93.29
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Kendall's Tau· 2021-03-23
    0.53
    best: 0.888 (GreenMachine-3)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Pearson R· 2021-03-23
    0.72
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-10
    Spearman's Rho· 2021-03-23
    0.73
    best: 0.982 (GreenMachine-3)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Acc. (test)· 2021-03-23
    70.86
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Kendall's Tau· 2021-03-23
    0.59
    best: 0.769 (GreenMachine-2)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Pearson R· 2021-03-23
    0.79
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • Neural Architecture SearchonNATS-Bench Size, CIFAR-100
    Spearman's Rho· 2021-03-23
    0.76
    best: 0.924 (GreenMachine-2)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-10
    Acc. (test)· 2021-03-23
    93.29
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-10
    Kendall's Tau· 2021-03-23
    0.53
    best: 0.888 (GreenMachine-3)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-10
    Pearson R· 2021-03-23
    0.72
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-10
    Spearman's Rho· 2021-03-23
    0.73
    best: 0.982 (GreenMachine-3)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-100
    Acc. (test)· 2021-03-23
    70.86
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-100
    Kendall's Tau· 2021-03-23
    0.59
    best: 0.769 (GreenMachine-2)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-100
    Pearson R· 2021-03-23
    0.79
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424
  • AutoMLonNATS-Bench Size, CIFAR-100
    Spearman's Rho· 2021-03-23
    0.76
    best: 0.924 (GreenMachine-2)
    SOTA
    BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearcharXiv:2103.12424