Temporal Evidence Routing with Structured Visual Evidence for TimeLogicQA 事件

Temporal Evidence Routing with Structured Visual Evidence for TimeLogicQA arXiv:2606.01106v1 Announce Type: new Abstract: TimeLogicQA evaluates whether video question answering systems can reason over temporal relations such as event existence, ordering, persistence, boundary conditions, and overlap. We address this task with a visual evidence routing pipeline that separates perception from symbolic temporal reasoning. The system first parses each question into event targets, answer mode, candi