arxivcs.CV2026-07-31
OSEF: One-Step Evidence Fusion for Cross-Video Scene Procedure Planning
Zhentong Ye, Lei Zhang, Sijia Zhou, Yingda Yu, Yuehan Shi, Jiaqi Xuan, et al.
Video Scene Procedure Planning (VSPP) supplies the target start-goal observations in advance, leaving open how a planner should act when the evidence must itself be retrieved. We introduce Cross-Video Scene Procedure Planning (CVSPP): given an answer-redacted start-goal query and…