01 · Results
Free-Style Local Video Stylization
Foreground, background, and multi-region stylization from the same GRNStyle model.
02 · LociArt Dataset
LociArt Dataset Examples
Explore representative samples produced by the LociArt data production pipeline.
03 · Same scene
Comparison with SOTA
Matched scenes grouped by target style. Each row follows Source, Ours, CoinVE-Edit, Seedance 2.5, and RegionRoute when available.
04 · Robustness
GRNStyle vs. Pipeline
Cases where pipeline construction fails, while the end-to-end model remains usable.