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Models/CATE

CATE

Reported on 10 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.

Methodology10 results

  • Neural Architecture SearchonCIFAR-10
    Parameters· 2021-02-14
    4.1
    SOTA
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • AutoMLonCIFAR-10
    Parameters· 2021-02-14
    4.1
    SOTA
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • Neural Architecture SearchonCIFAR-10 Image Classification
    Params· 2021-02-14
    4.1
    best: 33.5 (Soft Parameter Sharing)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • Neural Architecture SearchonCIFAR-10 Image Classification
    Percentage error· 2021-02-14
    2.46
    best: 1.6 (NAT-M4)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • Neural Architecture SearchonCIFAR-10 Image Classification
    Search Time (GPU days)· 2021-02-14
    10.3
    best: 10.5 (arch2vec)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • Neural Architecture SearchonCIFAR-10
    Search Time (GPU days)· 2021-02-14
    10.3
    best: 224 (AlphaX-1 (cutout NASNet))
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • AutoMLonCIFAR-10 Image Classification
    Params· 2021-02-14
    4.1
    best: 33.5 (Soft Parameter Sharing)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • AutoMLonCIFAR-10 Image Classification
    Percentage error· 2021-02-14
    2.46
    best: 1.6 (NAT-M4)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • AutoMLonCIFAR-10 Image Classification
    Search Time (GPU days)· 2021-02-14
    10.3
    best: 10.5 (arch2vec)
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108
  • AutoMLonCIFAR-10
    Search Time (GPU days)· 2021-02-14
    10.3
    best: 224 (AlphaX-1 (cutout NASNet))
    CATE: Computation-aware Neural Architecture Encoding with TransformersarXiv:2102.07108