MoviEdit: Long-form Multi-Shot Video Editing Made Easy
MoviEdit builds a coherent editing draft across shots, then refines it over the full video.
The first stage works on a compressed video representation to keep edits consistent through changes in scene, viewpoint and subject appearance. The researchers generated 87,000 paired editing videos without manual annotation and introduced MoviEdit-Bench for evaluation. They report substantially better results than existing open-source models and performance on par with industry frontier models for text-guided and image-guided editing.
HF Daily Papers' note
The first stage works on a compressed video representation to keep edits consistent through changes in scene, viewpoint and subject appearance. The researchers generated 87,000 paired editing videos without manual annotation and introduced MoviEdit-Bench for evaluation. They report substantially better results than existing open-source models and performance on par with industry frontier models for text-guided and image-guided editing.
HF Daily Papers' note
score 5