Jia Chengyu, AprilPyone MaungMaung, Huy H. Nguyen, Jinyin Chen, Isao Echizen. Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks. In Maria De Marsico, Tin Kam Ho, rédéric Jurie, Cheng-Lin Liu, Daniel P. Lopresti, Ingela Nyström, Jean-Marc Ogier, Arun Ross, Liang Wang 0001, editors, Pattern Recognition - 28th International Conference, ICPR 2026, Lyon, France, August 17-22, 2026, Proceedings, Part VII. Volume 16818 of Lecture Notes in Computer Science, pages 96-110, Springer, 2026. [doi]
Abstract is missing.