OpenCodePapers

emotion-recognition-in-conversation-on-7

Emotion RecognitionEmotion Recognition in Conversation
Results over time
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Leaderboard
PaperCodeWeighted F1AccuracyModelNameReleaseDate
Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition✓ Link86.5286.53GraphSmile2024-07-31
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition✓ Link85.70Joyful2023-11-18
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN✓ Link84.50COGMEN2022-05-05
Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation✓ Link83.5783.67M3Net2023-01-01
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations✓ Link81.2881.34DialogueCRN2021-06-03
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations✓ Link80.8380.91MM-DFN2022-03-04
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations✓ Link80.7480.70SACL-LSTM2023-06-02
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation✓ Link79.7279.75MMGCN2021-07-14