MultiCorrupt: A benchmark for robust multi-modal 3D object detection, evaluating LiDAR-Camera fusion models in autonomous driving. Includes diverse corruption types (e.g., misalignment, miscalibration, weather) and severity levels. Assess model performance under challenging conditions.
@inproceedings{{yin2024isfusion,
title={IS-FUSION: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection},
author={Yin, Junbo and Shen, Jianbing and Chen, Runnan and Li, Wei and Yang, Ruigang and Frossard, Pascal and Wang, Wenguan},
booktitle={CVPR},
year={2024}
}
https://github.com/yinjunbo/IS-Fusion