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Models/TODKAT

TODKAT

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 RecognitiononEmoryNLP
Micro-F1· uses extra data· 2021-06-02
42.38
best: 44.31 (EmotionIC)
SOTA
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononMELD
Weighted-F1· 2021-06-02
65.47
best: 69.9 (ELR-GNN)
SOTA
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononDailyDialog
Weighted F1· 2021-06-02
52.56
best: 54.71 (CoG-BART)
SOTA
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononIEMOCAP
Macro-F1· 2021-06-02
60.66
best: 66.38 (M2FNet-Text)
SOTA
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononEmoryNLP
Weighted-F1· uses extra data· 2021-06-02
38.69
best: 42.08 (CKERC)
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononDailyDialog
Micro-F1· 2021-06-02
58.47
best: 64.07 (S+PAGE)
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononIEMOCAP
Accuracy· 2021-06-02
63.4
best: 73.95 (SDT)
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071
Emotion RecognitiononIEMOCAP
Weighted-F1· 2021-06-02
62.75
best: 74.08 (SDT)
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection arXiv:2106.01071