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Suction Cup Manipulation on Representative Suction Cup Perception Systems

41.5Force (N)FlexiCup
1.25211.70122.1532.599Nov 18, 2025

Evaluation results

MethodLinks
FlexiCupMechanism=Vacuum / Bernoulli, Modality=Vision + Tactile, Perception Type=Vision-based, Method=Modular Perception Driven / Diffusion-based Imitation Learning, Deployment=Wireless2025.1141.5
Lee et al.Mechanism=Vacuum, Modality=Tactile, Perception Type=Pressure-based, Method=Model-based Haptic Search, Deployment=Wired2025.1119
van Veggel et al.Mechanism=Vacuum, Modality=Tactile, Perception Type=Vision-based, Method=CNN-based Pose Correction, Deployment=Wired2025.119.35
Jang et al.Mechanism=Vacuum, Modality=Tactile, Perception Type=Pressure-based, Method=Closed-loop Force Regulation, Deployment=Wired2025.112.8