ResearchBenchmarksMath on MathVerseMath on MathVerseFollow63.9ScoreVRS-Only55.37257.58659.862.014Jun 10, 2026Evaluation resultsMethodMethodLinksScoreF-ScoreVRS-Onlyrho=0, K=7rho=0, K=72026.0663.91.67VRS-Onlyrho=0, K=5rho=0, K=52026.0662.91.42KDV-Prunerho=75%, K=5rho=75%, K=52026.0659.50.82VRS-Onlyrho=0, K=3rho=0, K=32026.0659.11.21AVISInference Strategy=Ada...Inference Strategy=Adaptive2026.0658.90.45Vanillarho=0, K=1rho=0, K=12026.0657.51KDV-Prunerho=75%, K=1rho=75%, K=12026.0655.70.39