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Models/SymNet

SymNet

Reported on 15 benchmarks across 1 task · 1 paper · 15 SOTA

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

Methodology15 results

  • Zero-Shot LearningonMIT-States, generalized split
    H-Mean· 2020-04-01
    16.1
    best: 39.9 (CAILA)
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Seen accuracy· 2020-04-01
    24.4
    best: 51 (CAILA)
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Test AUC top 1· 2020-04-01
    3
    best: 23.4 (CAILA)
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Test AUC top 2· 2020-04-01
    7.6
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Test AUC top 3· 2020-04-01
    12.3
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Unseen accuracy· 2020-04-01
    25.2
    best: 53.9 (CAILA)
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Val AUC top 1· 2020-04-01
    4.3
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Val AUC top 2· 2020-04-01
    9.8
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States, generalized split
    Val AUC top 3· 2020-04-01
    14.8
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States
    Top-1 accuracy %· 2020-04-01
    19.9
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States
    Top-2 accuracy %· 2020-04-01
    28.2
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonMIT-States
    Top-3 accuracy %· 2020-04-01
    33.8
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonUT-Zappos
    Top-1 accuracy %· 2020-04-01
    52.1
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonUT-Zappos
    Top-2 accuracy %· 2020-04-01
    67.8
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587
  • Zero-Shot LearningonUT-Zappos
    Top-3 accuracy %· 2020-04-01
    76
    SOTA
    Symmetry and Group in Attribute-Object CompositionsarXiv:2004.00587