ResearchBenchmarksVisual instruction tuning on HallusionVisual instruction tuning on HallusionFollow56.7ScoreBASE53.37254.23655.155.964May 15, 2026Evaluation resultsMethodMethodLinksScoreBASESelection Ratio=0%Selection Ratio=0%2026.0556.7FULLSelection Ratio=100%Selection Ratio=100%2026.0555.9TAILORSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICCV252026.0555.6SEEDSelection Ratio=1%Selection Ratio=1%2026.0555.1LESSSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICML242026.0555RANDOMSelection Ratio=1%Selection Ratio=1%2026.0553.5