Value-Guided Iterative Refinement and the DIQ-H Benchmark for Evaluating VLM Robustness

Hanwen Wan, Zexin Lin, Yixuan Deng +1

Vision-Language Models (VLMs) are essential for embodied AI and safety-critical applications, such as robotics and autonomous systems. However, existing benchmarks primarily focus…