This report synthesises findings from 11 peer-reviewed papers addressing the following research question: How does the performance of quantized multimodal dental X-ray models compare to single-modality CNNs in terms of mAP (mean Average Precision) on edge devices under varying input resolutions. 5 claims were extracted from source literature; 5 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.3/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: How does the performance of quantized multimodal dental X-ray models compare to single-modality CNNs in terms of mAP (mean Average Precision) on edge devices under varying input resolutions?Autonomous literature synthesis. Automated review score: 8.3/10. Full text and citation available at Assignee Research.