Expert-Guided Multimodal Fusion for Unified Emotion and Sentiment Analysis

Benchmark Model Rank Results
emotion-recognition-in-conversation-on-meldEGMF (GLM3-6B)–Weighted-F1: 65.57Accuracy: 67.22
emotion-recognition-in-conversation-on-meldEGMF (GLM4-9B)–Weighted-F1: 65.21Accuracy: 67.01
emotion-recognition-in-conversation-on-meldEGMF (llama2-7B)–Weighted-F1: 65.42Accuracy: 66.46
emotion-recognition-in-conversation-on-meldEGMF (llama3-8B)–Weighted-F1: 65.04Accuracy: 66.42