EditVid Framework Enables Diverse Video Editing Without Retraining

EditVid is a training-free framework for instruction and subject-guided video editing using sparse causal memory and post-attention token injection. It achieves 78.16 FiVE-Acc on the FiVE benchmark, outperforming existing training-free baselines in style transfer, object insertion, and subject replacement.