Emoticon Sentiment Analysis: A Showdown Between Traditional Multimodal Methods and Vision-Language Large Models

Introduction / Main Floor: Emoticon Sentiment Analysis: A Showdown Between Traditional Multimodal Methods and Vision-Language Large Models

This study compares the performance differences between classic multimodal technologies and modern vision-language large models in the task of emoticon sentiment recognition, and discusses the advantages, disadvantages, and applicable scenarios of different technical routes.