ResearchBenchmarksArtist Concept Removal on Van Gogh Famous Artist concept removalFollow95AccuracyUCE28.4445.726380.28Dec 29, 2025Evaluation ResultsMethodMethodLinksAccuracyLPIPS Score (Higher Better)LPIPS Score (Lower Better)UCE2025.12950.250.05SD-v1.42025.1295——SLDstrength=Mediumstrength=Medium2025.12950.210.1RECE2025.12800.310.08CA2025.12650.30.13SAFREE2025.12350.420.31PurifyGen2025.12310.480.25