Recognizing Emotion Cause in Conversations on EmoCause

Metric: Top-3 Recall (higher is better)

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#	Model↕	Top-3 Recall▼	Extra Data	Paper	Date↕	Code
1	Human	81.1	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
2	GEE	48.1	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
3	BERT-Attention	40.6	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
4	EmpDG	36.2	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
5	RAKE	35.8	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
6	Random	30.6	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code

#1HumanSOTA
81.1
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#2GEE
48.1
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#3BERT-Attention
40.6
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#4EmpDG
36.2
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#5RAKE
35.8
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#6Random
30.6
Top-3 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code