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DailyDialog

아카이브 평가 22건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
S+PAGE	Micro-F1 64.07	S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation 2021-12-23	연결 없음
CESTa	Micro-F1 63.12	Contextualized Emotion Recognition in Conversation as Sequence Tagging 2020-07-01	연결 없음
TUCORE-GCN_RoBERTa	Micro-F1 61.91	Graph Based Network with Contextualized Representations of Turns in Dialogue 2021-09-09	코드 1
EmoOne-RoBERTa	Macro F1 55.84 Micro-F1 61.67	The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation 2022-06-15	코드 1
CoMPM	Macro F1 53.15 Micro-F1 60.34	CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation 2021-08-26	코드 1
Pretrained Hierarchical Transformer	Micro-F1 60.14	Hierarchical Pre-training for Sequence Labelling in Spoken Dialog 2020-09-23	연결 없음
EmotionIC	Macro F1 54.19 Micro-F1 60.13	EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation 2023-03-20	코드 1
TODKAT+HCL	Micro-F1 59.76	Hybrid Curriculum Learning for Emotion Recognition in Conversation 2021-12-22	연결 없음
SKAIG-ERC	Macro F1 51.95 Micro-F1 59.75	Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge 논문 날짜 미기재	코드 1
DAG-ERC	Micro-F1 59.33	Directed Acyclic Graph Network for Conversational Emotion Recognition 2021-05-27	코드 1
AccumWR	Micro-F1 59.22	Accumulating Word Representations in Multi-level Context Integration for ERC Task 2023-11-06	코드 1
COSMIC	Macro F1 51.05 Micro-F1 58.48	COSMIC: COmmonSense knowledge for eMotion Identification in Conversations 2020-10-06	코드 1
TODKAT	Micro-F1 58.47 Weighted F1 52.56	Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection 2021-06-02	연결 없음
TUCORE-GCN_BERT	Micro-F1 58.34	Graph Based Network with Contextualized Representations of Turns in Dialogue 2021-09-09	코드 1
KI-Net	Micro-F1 57.30	Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations 논문 날짜 미기재	연결 없음
DialogXL	Micro-F1 54.93	DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition 2020-12-16	코드 1 · 코드 2 · 코드 3 · 코드 4
CoG-BART	Micro-F1 54.71 Weighted F1 54.71	Contrast and Generation Make BART a Good Dialogue Emotion Recognizer 2021-12-21	코드 1
RGAT-ERC	Micro-F1 54.31	Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations 논문 날짜 미기재	코드 1
KET	Micro-F1 53.37	Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations 2019-09-24	코드 1
VHRED	Micro-F1 48.4	Conversational Transfer Learning for Emotion Recognition 2019-10-11	코드 1
CD-ERC+FFP	Macro F1 51.89	Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations 2023-09-08	연결 없음
CD-ERC	Macro F1 51.23	Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations 2023-04-17	코드 1