ResearchBenchmarksMLLM Unlearning on MLLMU 10% Task (Real)MLLM Unlearning on MLLMU 10% Task (Real)Follow24.6RougeViKeR3.3848.89214.419.908Jan 29, 2026Evaluation resultsMethodMethodLinksRougeBLEUGibViKeRTask=10% UnlearningTask=10% Unlearning2026.0124.64.793.7NPOTask=10% UnlearningTask=10% Unlearning2026.0123.24.691.2FullTask=10% UnlearningTask=10% Unlearning2026.0122.66.1—GATask=10% UnlearningTask=10% Unlearning2026.0117.52.487.8IdkPOTask=10% UnlearningTask=10% Unlearning2026.014.20.686.3