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simmediumgraspingmetric · varies

A Modern Take on Visual Relationship Reasoning for Grasp Planning

Description

Interacting with real-world cluttered scenes pose several challenges to robotic agents that need to understand complex spatial dependencies among the observed objects to determine optimal pick sequences or efficient object retrieval strategies. Existing solutions typically manage simplified scenarios and focus on predicting pairwise object relationships following an initial object detection phase, but often overlook the global context or struggle with handling redundant and missing object relati

Source

http://arxiv.org/abs/2409.02035v2