MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition

Benchmark Model Rank Results
emotion-recognition-in-conversation-on-meldMVFA-ChatGLM3-6B#19Weighted-F1: 66.03Accuracy: 67.36
emotion-recognition-in-conversation-on-meldMVFA-LLaMA2-7B#32Weighted-F1: 63.66Accuracy: 65.14
emotion-recognition-in-conversation-on-meldMVFA-Qwen3-8B#37Weighted-F1: 62.17Accuracy: 63.82