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Models/Induction Networks

Induction Networks

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Natural Language Processing8 results

  • Text ClassificationonODIC 5-way (5-shot)
    Accuracy· 2019-02-27
    87.16
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Text ClassificationonODIC 5-way (10-shot)
    Accuracy· 2019-02-27
    88.49
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Text ClassificationonODIC 10-way (5-shot)
    Accuracy· 2019-02-27
    78.27
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Text ClassificationonODIC 10-way (10-shot)
    Accuracy· 2019-02-27
    81.64
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Few-Shot Text ClassificationonODIC 5-way (5-shot)
    Accuracy· 2019-02-27
    87.16
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Few-Shot Text ClassificationonODIC 5-way (10-shot)
    Accuracy· 2019-02-27
    88.49
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Few-Shot Text ClassificationonODIC 10-way (5-shot)
    Accuracy· 2019-02-27
    78.27
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • Few-Shot Text ClassificationonODIC 10-way (10-shot)
    Accuracy· 2019-02-27
    81.64
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482

Methodology4 results

  • ClassificationonODIC 5-way (5-shot)
    Accuracy· 2019-02-27
    87.16
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • ClassificationonODIC 5-way (10-shot)
    Accuracy· 2019-02-27
    88.49
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • ClassificationonODIC 10-way (5-shot)
    Accuracy· 2019-02-27
    78.27
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482
  • ClassificationonODIC 10-way (10-shot)
    Accuracy· 2019-02-27
    81.64
    SOTA
    Induction Networks for Few-Shot Text ClassificationarXiv:1902.10482