From Toy Problems to Industrial Reality: The wbk Assembly Benchmark
June 5, 2025·
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0 min read
Jan Baumgärtner
Laurin Kreft
Alexander Puchta
Jürgen Fleischer

Abstract
The wbk Industrial Assembly Task Board is a modular benchmark designed to address the complexities of robotic assembly tasks beyond the traditional peg-in-hole paradigm. This task board provides a diverse set of challenges that simulate real-world industrial assembly scenarios. Each module is tailored to test specific assembly complexities, including precision insertion, compliant assembly, and advanced planning for multi-part interactions.The modular design enables researchers to mix and match tasks, allowing for customized benchmarks that address specific research questions. All components are 3D-printable, ensuring accessibility and reproducibility across the robotics community. This paper presents the design rationale, task descriptions, and evaluation criteria for the task board, along with instructions on how to build the board yourself.
Type

Authors
Head of Research Industrial Robotics & Scientific Coordinator of CRC 1574
Hi I am Jan! I am a researcher working at the intersection of robotics and manufacturing. My work focuses on intelligent robotic manufacturing systems, where reconfigurable hardware and autonomous reasoning systems meet to enable autonomous and circular production. I also coordinate the Industrial Robotics research at wbk Institute of Production Science, KIT, as well as the Collaborative Research Centre 1574 Circular Factory for the Perpetual Innovative Product.