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Models/CSS

CSS

Reported on 13 benchmarks across 5 tasks · 1 paper · 1 SOTA

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

Natural Language Processing7 results

  • Visual Question Answering (VQA)onVQA-CP
    Score· uses extra data· 2020-03-14
    58.95
    SOTA
    Counterfactual Samples Synthesizing for Robust Visual Question AnsweringarXiv:2003.06576
  • Argument MiningonValNov Subtask A
    JOINT-F1
    42.4
    best: 45.16 (CLTeamL-3)
  • Argument MiningonValNov Subtask A
    NOV-F1
    59.86
    best: 70 (ACCEPT-1)
  • Argument MiningonValNov Subtask A
    VAL-F1
    70.76
    best: 74.64 (CLTeamL-3)
  • ValNovonValNov Subtask A
    JOINT-F1
    42.4
    best: 45.16 (CLTeamL-3)
  • ValNovonValNov Subtask A
    NOV-F1
    59.86
    best: 70 (ACCEPT-1)
  • ValNovonValNov Subtask A
    VAL-F1
    70.76
    best: 74.64 (CLTeamL-3)

Methodology6 results

  • Data MiningonValNov Subtask A
    JOINT-F1
    42.4
    best: 45.16 (CLTeamL-3)
  • Data MiningonValNov Subtask A
    NOV-F1
    59.86
    best: 70 (ACCEPT-1)
  • Data MiningonValNov Subtask A
    VAL-F1
    70.76
    best: 74.64 (CLTeamL-3)
  • Interpretable Machine LearningonValNov Subtask A
    JOINT-F1
    42.4
    best: 45.16 (CLTeamL-3)
  • Interpretable Machine LearningonValNov Subtask A
    NOV-F1
    59.86
    best: 70 (ACCEPT-1)
  • Interpretable Machine LearningonValNov Subtask A
    VAL-F1
    70.76
    best: 74.64 (CLTeamL-3)