ResearchBenchmarksVisual instruction tuning on MathVerseVisual instruction tuning on MathVerseFollow52.1ScoreLESS40.76443.70746.6549.593May 15, 2026Evaluation resultsMethodMethodLinksScoreLESSSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICML242026.0552.1FULLSelection Ratio=100%Selection Ratio=100%2026.0551.8SEEDSelection Ratio=1%Selection Ratio=1%2026.0551.5TAILORSelection Ratio=1%, Ve...Selection Ratio=1%, Venue=ICCV252026.0548.5RANDOMSelection Ratio=1%Selection Ratio=1%2026.0544.1BASESelection Ratio=0%Selection Ratio=0%2026.0541.2