ResearchBenchmarksImage VQA on DocVQAImage VQA on DocVQAFollow90.73ScoreVRS-Only76.232479.996283.7687.5238Jun 10, 2026Evaluation resultsMethodMethodLinksScoreF1 ScoreVRS-Onlyrho=0, K=7rho=0, K=72026.0690.731.09VRS-Onlyrho=0, K=5rho=0, K=52026.0689.711.06VRS-Onlyrho=0, K=3rho=0, K=32026.0688.441.03AVISInference Strategy=Ada...Inference Strategy=Adaptive2026.0687.710.32KDV-Prunerho=75%, K=5rho=75%, K=52026.0683.970.36Vanillarho=0, K=1rho=0, K=12026.0681.431KDV-Prunerho=75%, K=1rho=75%, K=12026.0676.790.27