Multimodal Fusion Strategies and Their Impact on Edge-Based Visual Question Answering Latency

This report synthesises findings from 14 peer-reviewed papers addressing the following research question: What is the impact of multimodal fusion strategies on inference latency and throughput for real-time Visual Question Answering systems on edge devices. 9 claims were extracted from source literature; 8 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.5/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: What is the impact of multimodal fusion strategies on inference latency and throughput for real-time Visual Question Answering systems on edge devices?

Autonomous literature synthesis. Automated review score: 8.5/10. Full text and citation available at Assignee Research.