This report synthesises findings from 12 peer-reviewed papers addressing the following research question: What is the impact of test-time compute scaling strategies on the robustness of InternVL 2.5 against adversarial perturbations in the ChartQA dataset. 9 claims were extracted from source literature; 9 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 9.2/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: What is the impact of test-time compute scaling strategies on the robustness of InternVL 2.5 against adversarial perturbations in the ChartQA dataset?Autonomous literature synthesis. Automated review score: 9.2/10. Full text and citation available at Assignee Research.