ResearchBenchmarksVisual instruction tuning on CharXivVisual instruction tuning on CharXivFollow50.8RQFULL40.81643.4084648.592May 15, 2026Evaluation resultsMethodMethodLinksRQDQFULLSelection Ratio=100%Selection Ratio=100%2026.0550.875.8TAILORSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICCV252026.0550.274.5SEEDSelection Ratio=1%Selection Ratio=1%2026.0548.179.4LESSSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICML242026.0546.279.4RANDOMSelection Ratio=1%Selection Ratio=1%2026.0545.574.5BASESelection Ratio=0%Selection Ratio=0%2026.0541.280.7