Synset Background Effect Datasets (c) by Anne Sielemann, Valentin Barner, Stefan Wolf, Masoud Roschani, Jens Ziehn, Juergen Beyerer; Fraunhofer IOSB and Karlsruhe Institute of Technology (KIT) Synset Background Effect Datasets are licensed under a Creative Commons Attribution 4.0 International License. You should have received a copy of the license along with this work. If not, see https://creativecommons.org/licenses/by/4.0/. To cite these datasets in your scientific work, please use the following bibliography entry: Sielemann, A., Barner, V., Wolf, S., Roschani, M., Ziehn, J., and Beyerer, J. (2025). Measuring the Effect of Background on Classification and Feature Importance in Deep Learning for AV Perception. In 2025 IEEE International Automated Vehicle Validation Conference (IAVVC). BibTeX: @inproceedings{measuring_effect_of_background_sielemann_2025, title={{Measuring the Effect of Background on Classification and Feature Importance in Deep Learning for AV Perception}}, author={Sielemann, Anne and Barner, Valentin and Wolf, Stefan and Roschani, Masoud and Ziehn, Jens and Beyerer, Juergen}, booktitle={2025 IEEE International Automated Vehicle Validation Conference (IAVVC)}, year={2025} } In case of copy and redistribute or publishing an adapted version of our datasets, please provide the name(s) of our dataset(s), the creator names, a copyright notice, a link to the official website, a license notice with link to the license, and if changes were made, a disclaimer notice, and a short description of the applied changes. For example, as follows: This work is based on the Synset Background Effect Datasets by Anne Sielemann, Valentin Barner, Stefan Wolf, Jens Ziehn, Masoud Roschani, and Juergen Beyerer. Link: https://synset.de/datasets/synset-signset-ger/background-effect/ Licence: CC BY 4.0 Disclaimer: The authors are neither affiliated nor responsible for the applied changes. © 2025 Fraunhofer IOSB, All rights reserved