Beyond 'One Language, One Script': Quantifying Orthographic Bias in Multilingual VLMs with PuMVR

Prabhjot Singh, Bhushan Pawar, Madhu Reddiboina

Current Vision-Language Models (VLMs) are celebrated for their multilingual capabilities, yet they operate under a flawed assumption: that one language corresponds to a single writ…