ResearchBenchmarksVisual Question Answering on MSCOCO AdversarialVisual Question Answering on MSCOCO AdversarialFollow85.28AccuracyBeam Search78.748880.444482.1483.8356Dec 26, 2025Evaluation resultsMethodMethodLinksAccuracyBeam SearchDecoding Strategy=Beam...Decoding Strategy=Beam Search2025.1285.28OPERADecoding Strategy=OPERADecoding Strategy=OPERA2025.1285.2VCDDecoding Strategy=Visu...Decoding Strategy=Visual Contrastive Decoding2025.1282.52Regular2025.1280.76ALEAHallu2025.1280.16Nullu2025.1279