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Models/DialogueCRN

DialogueCRN

Reported on 8 benchmarks across 1 task · 1 paper · 4 SOTA

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

Audio8 results

  • Emotion RecognitiononCMU-MOSEI-Sentiment
    Accuracy· 2021-06-03
    37.88
    best: 46.82 (GraphSmile)
    SOTA
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononCMU-MOSEI-Sentiment
    Weighted F1· 2021-06-03
    26.55
    best: 44.93 (GraphSmile)
    SOTA
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononIEMOCAP-4
    Accuracy· 2021-06-03
    81.34
    best: 86.53 (GraphSmile)
    SOTA
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononIEMOCAP-4
    Weighted F1· 2021-06-03
    81.28
    best: 86.52 (GraphSmile)
    SOTA
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononMELD
    Accuracy· 2021-06-03
    60.73
    best: 68.7 (ELR-GNN)
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononMELD
    Weighted-F1· 2021-06-03
    58.39
    best: 69.9 (ELR-GNN)
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononIEMOCAP
    Accuracy· 2021-06-03
    66.05
    best: 73.95 (SDT)
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978
  • Emotion RecognitiononIEMOCAP
    Weighted-F1· 2021-06-03
    66.33
    best: 74.08 (SDT)
    DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsarXiv:2106.01978