SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions.

arXiv:2609.31823v1 Announce Type: cross Abstract: Large vision-language models (LVLMs) have demonstrated remarkable performance on multimodal reasoning benchmarks, yet their perceptual reliability under physically constrained imaging conditions remains poorly