Recognizing Emotion Cause in Conversations on EmoCause

Metric: Top-5 Recall (higher is better)

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#	Model↕	Top-5 Recall▼	Extra Data	Paper	Date↕	Code
1	Human	95	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
2	GEE	68.4	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
3	BERT-Attention	61.2	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
4	RAKE	55	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
5	EmpDG	49.3	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code
6	Random	48.5	No	Perspective-taking and Pragmatics for Generating...	2021-09-18	Code

#1HumanSOTA
95
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#2GEE
68.4
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#3BERT-Attention
61.2
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#4RAKE
55
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#5EmpDG
49.3
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code
#6Random
48.5
Top-5 Recall· 2021-09-18
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes Code