Recognizing Emotion Cause in Conversations on RECCON

Metric: Neg. F1 (higher is better)

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#	Model↕	Neg. F1▼	Extra Data	Paper	Date↕	Code
1	Window transformer	97.69	No	-	-	-
2	KEC	95.74	No	Neutral Utterances are Also Causes: Enhancing Co...	2022-05-02	Code
3	EAN	90.48	No	TSAM: A Two-Stream Attention Model for Causal Em...	2022-03-02	Code
4	MPEG	90.35	No	-	-	Code
5	KBCIN	89.65	No	Knowledge-Bridged Causal Interaction Network for...	2022-12-06	Code
6	DAM	89.55	No	Discourse-Aware Emotion Cause Extraction in Conv...	2022-10-26	-
7	RoBERTa Base	88.74	No	Recognizing Emotion Cause in Conversations	2020-12-22	Code
8	RoBERTa Large	87.89	No	Recognizing Emotion Cause in Conversations	2020-12-22	Code
9	MuTE-CCEE	85.9	No	Multi-Task Learning Framework for Extracting Emo...	2022-11-07	Code

#1Window transformer
97.69
Neg. F1
No paper
#2KECSOTA
95.74
Neg. F1· 2022-05-02
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge Code
#3EANSOTA
90.48
Neg. F1· 2022-03-02
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment Code
#4MPEG
90.35
Neg. F1
No paperCode
#5KBCIN
89.65
Neg. F1· 2022-12-06
Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment Code
#6DAM
89.55
Neg. F1· 2022-10-26
Discourse-Aware Emotion Cause Extraction in Conversations
#7RoBERTa BaseSOTA
88.74
Neg. F1· 2020-12-22
Recognizing Emotion Cause in Conversations Code
#8RoBERTa Large
87.89
Neg. F1· 2020-12-22
Recognizing Emotion Cause in Conversations Code
#9MuTE-CCEE
85.9
Neg. F1· 2022-11-07
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations Code