ResearchBenchmarksVisual Instruction Tuning on RealWorldVisual Instruction Tuning on RealWorldFollow74ScoreSEED69.73670.84371.9573.057May 15, 2026Evaluation resultsMethodMethodLinksScoreSEEDSelection Ratio=1%Selection Ratio=1%2026.0574FULLSelection Ratio=100%Selection Ratio=100%2026.0573.7RANDOMSelection Ratio=1%Selection Ratio=1%2026.0572.3TAILORSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICCV252026.0572BASESelection Ratio=0%Selection Ratio=0%2026.0571.2LESSSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICML242026.0569.9