Emotion Recognition on DailyDialog

Metric: Micro-F1 (higher is better)

LeaderboardDataset

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Results

#	Model↕	Micro-F1▼	Extra Data	Paper	Date↕	Code
1	S+PAGE	64.07	No	S+PAGE: A Speaker and Position-Aware Graph Neura...	2021-12-23	-
2	CESTa	63.12	No	-	-	-
3	TUCORE-GCN_RoBERTa	61.91	No	Graph Based Network with Contextualized Represen...	2021-09-09	Code
4	EmoOne-RoBERTa	61.67	No	The Emotion is Not One-hot Encoding: Learning wi...	2022-06-15	Code
5	CoMPM	60.34	No	CoMPM: Context Modeling with Speaker's Pre-train...	2021-08-26	Code
6	Pretrained Hierarchical Transformer	60.14	No	Hierarchical Pre-training for Sequence Labelling...	2020-09-23	-
7	EmotionIC	60.13	No	EmotionIC: emotional inertia and contagion-drive...	2023-03-20	Code
8	TODKAT+HCL	59.76	No	Hybrid Curriculum Learning for Emotion Recogniti...	2021-12-22	-
9	SKAIG-ERC	59.75	No	-	-	Code
10	DAG-ERC	59.33	No	Directed Acyclic Graph Network for Conversationa...	2021-05-27	Code
11	AccumWR	59.22	No	-	-	Code
12	COSMIC	58.48	No	COSMIC: COmmonSense knowledge for eMotion Identi...	2020-10-06	Code
13	TODKAT	58.47	No	Topic-Driven and Knowledge-Aware Transformer for...	2021-06-02	-
14	TUCORE-GCN_BERT	58.34	No	Graph Based Network with Contextualized Represen...	2021-09-09	Code
15	KI-Net	57.3	No	-	-	-
16	DialogXL	54.93	No	DialogXL: All-in-One XLNet for Multi-Party Conve...	2020-12-16	Code
17	CoG-BART	54.71	No	Contrast and Generation Make BART a Good Dialogu...	2021-12-21	Code
18	RGAT-ERC	54.31	No	-	-	Code
19	KET	53.37	No	Knowledge-Enriched Transformer for Emotion Detec...	2019-09-24	Code
20	VHRED	48.4	No	Conversational Transfer Learning for Emotion Rec...	2019-10-11	Code