ResearchBenchmarksSlope Manipulation on Real-worldFollow30Success RateAdaptPNP-1.26.91523.1Nov 14, 2025Evaluation ResultsMethodMethodLinksSuccess RateAdaptPNPZero-shot=trueZero-shot=true2025.1130MOKAZero-shot=trueZero-shot=true2025.1110OpenVLAZero-shot=trueZero-shot=true2025.110