List your company

Complex Compositional Editing (Joint Recolor + Movement) on LASAGNABENCH

6.4CLIP-FIDLayer+VE (Ours)
6.0248.56211.113.638Jan 21, 2026

Evaluation results

MethodLinks
Layer+VE (Ours)Editing Paradigm=Layer editing with visual effects2026.016.471.1
Layer (Qwen)Editing Paradigm=Layer editing2026.018.886.9
Instr. (Qwen)Editing Paradigm=Instruct editing2026.0115.8110.8