Recognizing Emotion Cause in Conversations on RECCON

Metric: Pos. F1 (higher is better)

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#	Model↕	Pos. F1▼	Extra Data	Paper	Date↕	Code
1	MPEG	71.18	No	-	-	Code
2	EAN	70	No	TSAM: A Two-Stream Attention Model for Causal Em...	2022-03-02	Code
3	MuTE-CCEE	69.2	No	Multi-Task Learning Framework for Extracting Emo...	2022-11-07	Code
4	KBCIN	68.59	No	Knowledge-Bridged Causal Interaction Network for...	2022-12-06	Code
5	DAM	67.91	No	Discourse-Aware Emotion Cause Extraction in Conv...	2022-10-26	-
6	KEC	66.76	No	Neutral Utterances are Also Causes: Enhancing Co...	2022-05-02	Code
7	RoBERTa Large	66.23	No	Recognizing Emotion Cause in Conversations	2020-12-22	Code
8	RoBERTa Base	64.28	No	Recognizing Emotion Cause in Conversations	2020-12-22	Code
9	Window transformer	63.1	No	-	-	-

#1MPEG
71.18
Pos. F1
No paperCode
#2EANSOTA
70
Pos. F1· 2022-03-02
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment Code
#3MuTE-CCEE
69.2
Pos. F1· 2022-11-07
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations Code
#4KBCIN
68.59
Pos. F1· 2022-12-06
Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment Code
#5DAM
67.91
Pos. F1· 2022-10-26
Discourse-Aware Emotion Cause Extraction in Conversations
#6KEC
66.76
Pos. F1· 2022-05-02
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge Code
#7RoBERTa LargeSOTA
66.23
Pos. F1· 2020-12-22
Recognizing Emotion Cause in Conversations Code
#8RoBERTa Base
64.28
Pos. F1· 2020-12-22
Recognizing Emotion Cause in Conversations Code
#9Window transformer
63.1
Pos. F1
No paper