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PRX Part 4: Our Data Strategy

arXiv AI
Jul 2

Creating Impactful Autonomous Driving Datasets: A Strategic Guide from Research Gap to Benchmark

arXiv:2607. 00710v1 Announce Type: cross Abstract: Well-designed autonomous driving datasets have fundamentally shaped research progress, yet existing literature primarily describes what datasets contain rather than how to strategically design impactful ones.

By Richard Schwarzkopf, Jonas Merkert, Frank Bieder, Annika B\"atz, Alexander Blumberg, Carlos Fernandez, Felix Hauser, Fabian Immel, Christian Kinzig, Hendrik K\"onigshof, Fabian Konstantinidis, Martin Lauer, Willi Poh, Nils Rack, Kevin R\"osch, Yinzhe Shen, Marlon Steiner, Gleb Stepanov, Dominik Strutz, \"Omer \c{S}ahin Ta\c{s}, Julian Truetsch, Kaiwen Wang, Royden Wagner, Jan-Hendrik Pauls, Christoph Stiller