Scientific Figure

Scientific figures are crucial for communicating complex research findings, but creating and understanding them remains challenging. Current research focuses on automating figure caption generation and synthesis using multimodal models, often incorporating transformer architectures like GPT variants and CLIP, along with techniques like cross-modal learning and knowledge augmentation from textual metadata within the associated scientific papers. These advancements aim to improve the accessibility and searchability of scientific information, reducing the time and effort required for researchers to create and interpret figures, ultimately accelerating scientific progress.