VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
arXiv:2604.09529v1 Announce Type: new
Abstract: Large Vision Language Models (LVLMs) achieve strong multimodal reasoning but frequently exhibit hallucinations and incorrect responses with high certainty, which hinders their usage in high-stakes domain…