ResearchBenchmarksImage VQA on MMStarImage VQA on MMStarFollow66.4ScoreVRS-Only58.70460.70262.764.698Jun 10, 2026Evaluation resultsMethodMethodLinksScore#FVRS-Onlyrho=0, K=7rho=0, K=72026.0666.41.61VRS-Onlyrho=0, K=5rho=0, K=52026.0665.81.4VRS-Onlyrho=0, K=3rho=0, K=32026.0663.61.2Vanillarho=0, K=1rho=0, K=12026.06621AVISInference Strategy=Ada...Inference Strategy=Adaptive2026.0661.60.52KDV-Prunerho=75%, K=5rho=75%, K=52026.0661.50.79KDV-Prunerho=75%, K=1rho=75%, K=12026.06590.38