Comparisons - Prediction

Generated RGB

Ours

Lotus + RGBA

SAM-2

Comparisons - Joint Generation

AnimateDiff + LayerDiffusion

Ours

Comparisons - Video Matting

Generated RGB

Ours

BiMatting

Robust Video Matting

Matte Anything