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Models/EmotionIC

EmotionIC

Reported on 8 benchmarks across 1 task · 1 paper · 2 SOTA

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

Audio8 results

  • Emotion RecognitiononEmoryNLP
    Micro-F1· 2023-03-20
    44.31
    SOTA
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononMELD
    Micro-F1· 2023-03-20
    67.59
    SOTA
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononEmoryNLP
    Weighted-F1· 2023-03-20
    40.25
    best: 42.08 (CKERC)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononMELD
    Weighted-F1· 2023-03-20
    66.32
    best: 69.9 (ELR-GNN)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononDailyDialog
    Macro F1· 2023-03-20
    54.19
    best: 55.84 (EmoOne-RoBERTa)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononDailyDialog
    Micro-F1· 2023-03-20
    60.13
    best: 64.07 (S+PAGE)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononIEMOCAP
    Accuracy· 2023-03-20
    69.44
    best: 73.95 (SDT)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117
  • Emotion RecognitiononIEMOCAP
    Weighted-F1· 2023-03-20
    69.61
    best: 74.08 (SDT)
    EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversationarXiv:2303.11117