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Models/RoBERTa Base

RoBERTa Base

Reported on 7 benchmarks across 1 task · 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

  • Recognizing Emotion Cause in ConversationsonRECCON
    Neg. F1· 2020-12-22
    88.74
    best: 97.69 (Window transformer)
    SOTA
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    Exact Span F1· 2020-12-22
    32.63
    best: 34.64 (SpanBERT)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    F1· 2020-12-22
    75.45
    best: 75.71 (SpanBERT)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    F1(Neg)· 2020-12-22
    85.85
    best: 86.02 (SpanBERT)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    F1(Pos)· 2020-12-22
    58.17
    best: 60 (SpanBERT)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    Macro F1· 2020-12-22
    76.51
    best: 81.25 (KEC)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820
  • Recognizing Emotion Cause in ConversationsonRECCON
    Pos. F1· 2020-12-22
    64.28
    best: 71.18 (MPEG)
    Recognizing Emotion Cause in ConversationsarXiv:2012.11820