Emotion Recognition on EmoryNLP

Metric: Micro-F1 (higher is better)

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#	Model↕	Micro-F1▼	Extra Data	Paper	Date↕	Code
1	EmotionIC	44.31	No	EmotionIC: emotional inertia and contagion-drive...	2023-03-20	Code
2	SACL-LSTM (one seed)	43.19	No	Supervised Adversarial Contrastive Learning for ...	2023-06-02	Code
3	CoG-BART	42.58	No	Contrast and Generation Make BART a Good Dialogu...	2021-12-21	Code
4	TODKAT	42.38	Yes	Topic-Driven and Knowledge-Aware Transformer for...	2021-06-02	-
5	SACL-LSTM	42.21	No	Supervised Adversarial Contrastive Learning for ...	2023-06-02	Code
6	DialogueCRN+RoBERTa	41.04	No	DialogueCRN: Contextual Reasoning Networks for E...	2021-06-03	Code

#1EmotionICSOTA
44.31
Micro-F1· 2023-03-20
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation Code
#2SACL-LSTM (one seed)
43.19
Micro-F1· 2023-06-02
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Code
#3CoG-BARTSOTA
42.58
Micro-F1· 2021-12-21
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Code
#4TODKATSOTA
42.38
Micro-F1· Extra Data· 2021-06-02
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
#5SACL-LSTM
42.21
Micro-F1· 2023-06-02
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Code
#6DialogueCRN+RoBERTa
41.04
Micro-F1· 2021-06-03
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations Code