ResearchBenchmarksMLLM Unlearning on MLLMU 15% Task (retain)MLLM Unlearning on MLLMU 15% Task (retain)Follow52.7ROUGEViKeR-2.00412.19826.440.602Jan 29, 2026Evaluation resultsMethodMethodLinksROUGEBLEUGibViKeRTask=15% UnlearningTask=15% Unlearning2026.0152.72294.6FullTask=15% UnlearningTask=15% Unlearning2026.015024.2—NPOTask=15% UnlearningTask=15% Unlearning2026.0111.30.951.4IdkPOTask=15% UnlearningTask=15% Unlearning2026.015.20.693.6GATask=15% UnlearningTask=15% Unlearning2026.010.100