Papers citing 'MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition'

Title
Mitigating Category Imbalance: Fosafer System for the Multimodal Emotion and Intent Joint Understanding ChallengeIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Honghong Wang Yankai Wang Dejun Zhang Jing Deng Rong Zheng 44 0 0 15 Aug 2025
Who is a Better Player: LLM against LLM Yingjie Zhou Jiezhang Cao Farong Wen Kepeng Xu Yanwei Jiang ... Yu Zhou Xiongkuo Min Jie Guo Zicheng Zhang Guangtao Zhai 125 0 0 05 Aug 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou Vassilis Katsouros Yannis Avrithis Alexandros Potamianos 321 1 0 15 Apr 2025
Fitting Different Interactive Information: Joint Classification of Emotion and Intention Xinger Li Zhiqiang Zhong Bo Huang Yang Yang 162 0 0 05 Jan 2025
MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis Yingjie Zhou Zicheng Zhang Jiezhang Cao Jun Jia Yanwei Jiang Farong Wen Xiaohong Liu Xiongkuo Min Guoquan Zheng 226 12 0 18 Nov 2024
Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-AttentionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Yuzhe Weng Haotian Wang Tian Gao Kewei Li Shutong Niu Jun Du 297 1 0 19 Oct 2024
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark Zheng Lian Haiyang Sun Guoying Zhao Lan Chen Haoyu Chen ... Rui Liu Shan Liang Ya Li Jiangyan Yi Jianhua Tao VLM 285 6 0 02 Oct 2024
Early Joint Learning of Emotion Information Makes MultiModal Model Understand You Better Mengying Ge Mingyang Li Dongkai Tang Pengbo Li Kuo Liu Shuhao Deng Songbai Pu Liu Liu Yang Song Tao Zhang 170 7 0 12 Sep 2024
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition Zheng Lian Haiyang Sun Guoying Zhao Jiangyan Yi Bin Liu Jianhua Tao 190 8 0 10 Jul 2024
Evaluation of data inconsistency for multi-modal sentiment analysis Yufei Wang Mengyue Wu 220 2 0 05 Jun 2024
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild Zhuofan Wen Fengyu Zhang Siyuan Zhang Haiyang Sun Ming Xu Guoying Zhao Zheng Lian Yinan Han Jianhua Tao CVBM 129 3 0 22 Mar 2024
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 727 903 0 19 Sep 2023
Explainable Multimodal Emotion Recognition Zheng Lian Haiyang Sun Guoying Zhao Hao Gu Zhuofan Wen ... Shan Liang Ya Li Jiangyan Yi B. Liu Jianhua Tao MLLM 271 9 0 27 Jun 2023