ResearchBenchmarksLifelong Unlearning on MLLMU-Bench public celebrities Task CLifelong Unlearning on MLLMU-Bench public celebrities Task CFollow1Forget QualityLUMoE0.03280.28390.5350.7861Jun 11, 2026Evaluation resultsMethodMethodLinksForget QualityModel UtilityLUMoEEvaluation Stage=C-UCEvaluation Stage=C-UC2026.0610.95GAEvaluation Stage=C-UCEvaluation Stage=C-UC2026.060.120.038GDEvaluation Stage=C-UCEvaluation Stage=C-UC2026.060.070.03