DialogueRNN-BERT

Reported on 4 benchmarks across 1 task · 1 paper

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

Audio4 results

Emotion RecognitiononEmoWoz
Macro F1· 2021-09-10
57.1
best: 65.33 (CD-ERC)
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems arXiv:2109.04919
Emotion RecognitiononEmoWoz
Macro F1 (w/o Neutral)· 2021-09-10
52.15
best: 56.34 (COSMIC)
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems arXiv:2109.04919
Emotion RecognitiononEmoWoz
Weighted F1· 2021-09-10
83.41
best: 88.33 (ContextBERT)
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems arXiv:2109.04919
Emotion RecognitiononEmoWoz
Weighted F1 (w/o Neutral)· 2021-09-10
75.5
best: 79.67 (ContextBERT)
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems arXiv:2109.04919