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Models/ZSL-KG

ZSL-KG

Reported on 7 benchmarks across 1 task · 1 paper · 7 SOTA

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

Methodology7 results

  • Zero-Shot LearningonSNIPS
    Accuracy· 2020-06-18
    88.98
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonaPY - 0-Shot
    Top-1· 2020-06-18
    60.54
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonAwA2
    average top-1 classification accuracy· 2020-06-18
    78.08
    best: 86.4 (ZeroDiff)
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonAwA2
    Harmonic mean· 2020-06-18
    74.58
    best: 79.5 (ZeroDiff)
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonBBN Pronoun Coreference and Entity Type Corpus
    F1· 2020-06-18
    26.69
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonaPY - 0-Shot
    Harmonic mean· 2020-06-18
    61.57
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713
  • Zero-Shot LearningonOntoNotes
    F1· 2020-06-18
    45.21
    SOTA
    Zero-Shot Learning with Common Sense Knowledge GraphsarXiv:2006.10713