<ul><li>Stock price prediction is a complex task in financial analysis, traditionally addressed by statistical models or language models.</li><li>A new framework called VISTA (Vision-Language Inference for Stock Time-series Analysis) has been introduced for training-free stock forecasting.</li><li>VISTA combines textual representations of historical stock prices and line charts to predict future price values using Vision-Language Models (VLMs).</li><li>Experimental results indicate that VISTA outperforms standard baselines by up to 89.83% in stock time-series analysis, showcasing the effectiveness of multi-modal inference in financial forecasting.</li></ul>

VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis

Discover more