Abstract: Knowledge-based Visual Question Answering (KB-VQA) aims to answer the image-aware question via the external knowledge, which requires an agent to not only understand images but also ...

Free-Form creators now support automation, integrations, and payments beyond basic surveys. Tool selection depends on response volume, branding needs, and workflow ...