ResearchBenchmarksMath on MathVision (Score, #F)Math on MathVision (Score, #F)Follow31.6ScoreVRS-Only21.92824.43926.9529.461Jun 10, 2026Evaluation resultsMethodMethodLinksScore#FVRS-Onlyrho=0, K=7rho=0, K=72026.0631.62.04VRS-Onlyrho=0, K=3rho=0, K=32026.0629.91.35VRS-Onlyrho=0, K=5rho=0, K=52026.06271.71KDV-Prunerho=75%, K=5rho=75%, K=52026.0625.41.04AVISInference Strategy=Ada...Inference Strategy=Adaptive2026.06250.78Vanillarho=0, K=1rho=0, K=12026.0622.41KDV-Prunerho=75%, K=1rho=75%, K=12026.0622.30.45