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Models/KET

KET

Reported on 6 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.

Audio6 results

  • Emotion RecognitiononEmoryNLP
    Weighted-F1· uses extra data· 2019-09-24
    34.39
    best: 42.08 (CKERC)
    SOTA
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681
  • Emotion RecognitiononMELD
    Weighted-F1· 2019-09-24
    58.18
    best: 69.9 (ELR-GNN)
    SOTA
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681
  • Emotion RecognitiononDailyDialog
    Micro-F1· 2019-09-24
    53.37
    best: 64.07 (S+PAGE)
    SOTA
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681
  • Emotion RecognitiononIEMOCAP
    Micro-F1· 2019-09-24
    61.11
    best: 64.1 (KI-Net)
    SOTA
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681
  • Emotion RecognitiononEC
    Micro-F1· 2019-09-24
    0.7413
    best: 0.7765 (NELEC)
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681
  • Emotion RecognitiononIEMOCAP
    Weighted-F1· 2019-09-24
    61.33
    best: 74.08 (SDT)
    Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsarXiv:1909.10681