Mohamed Insaf Ismithdeen

Promptception: How Sensitive Are Large Multimodal Models to Prompts?

Despite the success of Large Multimodal Models (LMMs) in recent years, prompt design for LMMs in Multiple‐Choice Question Answering (MCQA) remains poorly understood. We show that even minor variations in prompt phrasing and structure can lead to accuracy deviations of up to 15% for certain prompts a