ResearchBenchmarksConcept Erasure and Preservation on 50 Target Celebrities and 100 Remaining CelebritiesConcept Erasure and Preservation on 50 Target Celebrities and 100 Remaining CelebritiesFollow91.35Accuracy (Target)SD v1.4-3.560421.079845.7270.3602Apr 12, 2026Evaluation resultsMethodMethodLinksAccuracy (Target)Accuracy (Remaining)KIDH0SD v1.42026.0491.3590.86——SAFREE2026.0486.7290.240.010.232FMN2026.0459.98560.30.467ESD-u2026.0421.228.168.990.415ESD-x2026.047.310.392.660.187SPEED2026.043.7573.820.670.836MACE2026.043.2984.640.230.903CPE2026.040.3788.260.080.936ETC2026.040.2489.370.140.943UCE2026.040.091.4324.760.028