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IEMOCAP

아카이브 평가 59건 · 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
SDT	Weighted-F1 74.08 Accuracy 73.95	A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations 2023-10-31	코드 1
GraphSmile	Weighted-F1 72.81 Accuracy 72.77	Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition 2024-07-31	코드 1
SpeechCueLLM	Weighted-F1 72.596	Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances 2024-07-31	코드 1
MPT-HCL	Weighted-F1 72.51 Accuracy 72.83	Multimodal Prompt Transformer with Hybrid Contrastive Learning for Emotion Recognition in Conversation 2023-10-04	연결 없음
CKERC	Weighted-F1 72.40	CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation 2024-03-12	연결 없음
EmoCaps	Weighted-F1 71.77	EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition 2022-03-25	연결 없음
DF-ERC	Weighted-F1 71.75 Accuracy 71.84	Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition 2023-08-08	연결 없음
InstructERC	Weighted-F1 71.39 Accuracy 71.68	InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models 2023-09-21	코드 1
BiosERC	Weighted-F1 71.19	BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks 2024-07-05	코드 1
SAMGN	Weighted-F1 71.11	Structure-Aware Transformer for Graph Representation Learning 2022-02-07	코드 1 · 코드 2 · 코드 3
CFN-ESA	Weighted-F1 71.04 Accuracy 70.78	CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition 2023-07-28	코드 1
ELR-GNN	Weighted-F1 70.9 Accuracy 70.6	Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations 2024-06-27	연결 없음
UniMSE	Weighted-F1 70.66 Accuracy 70.56	UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition 2022-11-21	코드 1
TelME	Weighted-F1 70.48	TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation 2024-01-16	코드 1
EACL	Weighted-F1 70.41	Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation 2024-03-29	코드 1
LSDGNN+ICL	Weighted-F1 70.24	Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in Conversation 2025-07-21	코드 1
GA2MIF	Weighted-F1 70.00 Accuracy 69.75	GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection 2022-07-25	코드 1
M2FNet	Weighted-F1 69.86 Accuracy 69.69	M2FNet: Multi-modal Fusion Network for Emotion Recognition in Conversation 2022-06-05	연결 없음
SPCL-CL-ERC	Weighted-F1 69.74	Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation 2022-10-17	코드 1
SACL-LSTM (one seed)	Weighted-F1 69.70 Accuracy 69.62	Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations 2023-06-02	코드 1
EmotionIC	Weighted-F1 69.61 Accuracy 69.44	EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation 2023-03-20	코드 1
FATRER	Weighted-F1 69.35 Accuracy 69.69	FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition 2023-07-23	코드 1
SACL-LSTM	Weighted-F1 69.22 Accuracy 69.08	Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations 2023-06-02	코드 1
GraphCFC	Weighted-F1 68.91 Accuracy 69.13	GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition 2022-07-06	코드 1
DAG-ERC+HCL	Weighted-F1 68.73	Hybrid Curriculum Learning for Emotion Recognition in Conversation 2021-12-22	연결 없음
S+PAGE	Weighted-F1 68.72	S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation 2021-12-23	연결 없음
EmoBERTa	Weighted-F1 68.57	EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa 2021-08-26	코드 1
MM-DFN	Weighted-F1 68.18 Accuracy 68.21	MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations 2022-03-04	코드 1
DAG-ERC	Weighted-F1 68.03	Directed Acyclic Graph Network for Conversational Emotion Recognition 2021-05-27	코드 1
AccumWR	Weighted-F1 67.65	Accumulating Word Representations in Multi-level Context Integration for ERC Task 2023-11-06	코드 1