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Models/ResNet50 (A1)

ResNet50 (A1)

Reported on 7 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Computer Vision7 results

  • Image ClassificationonFlowers-102
    FLOPS· uses extra data· 2021-10-01
    4.1
    SOTA
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Image ClassificationonOxford 102 Flowers
    FLOPS· 2021-10-01
    4.1
    best: 9.8 (SR-GNN)
    SOTA
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Fine-Grained Image ClassificationonOxford 102 Flowers
    FLOPS· 2021-10-01
    4.1
    best: 9.8 (SR-GNN)
    SOTA
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Image ClassificationonImageNet V2
    Top 1 Accuracy· 2021-10-01
    68.7
    best: 84.63 (Model soups (BASIC-L))
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Image ClassificationonCIFAR-10
    Percentage correct· 2021-10-01
    98.3
    best: 99.5 (ViT-H/14)
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Image ClassificationonFlowers-102
    Accuracy· uses extra data· 2021-10-01
    97.9
    best: 99.76 (CCT-14/7x2)
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476
  • Image ClassificationonCIFAR-100
    Percentage correct· uses extra data· 2021-10-01
    86.9
    best: 96.08 (EffNet-L2 (SAM))
    ResNet strikes back: An improved training procedure in timmarXiv:2110.00476