ResearchBenchmarksImage Editing on Complexity AnalysisFollow81Inference Time (s)VicoEdit76.52106.76137167.24Apr 6, 2026Evaluation ResultsMethodMethodLinksInference Time (s)Peak Memory Usage (GB)VicoEditBase Model=OvisBase Model=Ovis2026.048130Qwen 2511Base Model=Qwen 2511Base Model=Qwen 25112026.048359VicoEditBase Model=FLUXBase Model=FLUX2026.0412255VicoEditBase Model=QwenBase Model=Qwen2026.0418470FLUX.2Base Model=FLUX.2Base Model=FLUX.22026.0419380