SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning 事件

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning arXiv:2604.10228v2 Announce Type: replace Abstract: Current multimodal models often suffer from shallow reasoning, leading to errors caused by incomplete or inconsistent thought processes. To address this limitation, we propose Self-Verification and Self-Rectification (SVSR), a unified framework that explicitly integrates self-verification and self-rectification into the model's reasoning pipeline, substantially