PaperAgent

Aug 31, 2026 · Artificial Intelligence

A First Systematic Review of Multimodal Agentic Frameworks

This article surveys multimodal agentic frameworks, proposing a taxonomy that maps modality‑fusion strategies to the five core agent modules (perception, reasoning, planning, memory, action), evaluates four application domains across five performance dimensions, and highlights architectural trade‑offs and benchmark results.