Reducing Text Bias in Synthetically Generated MCQAs for VLMs in Autonomous Driving

Sutej Kulgod, Sean Ye, Sanchit Tanwar +1

Multiple Choice Question Answering (MCQA) benchmarks are an established standard for measuring Vision Language Model (VLM) performance in driving tasks. However, we observe the kno…