Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Shaoyuan, Kong, Lingdong, Zhang, Wenwei, Ren, Jiawei, Pan, Liang, Chen, Kai, Liu, Ziwei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives
by: Xie, Shaoyuan, et al.
Published: (2025)
by: Xie, Shaoyuan, et al.
Published: (2025)
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving
by: Kong, Lingdong, et al.
Published: (2024)
by: Kong, Lingdong, et al.
Published: (2024)
LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving
by: Kong, Lingdong, et al.
Published: (2025)
by: Kong, Lingdong, et al.
Published: (2025)
Progressive Bird's Eye View Perception for Safety-Critical Autonomous Driving: A Comprehensive Survey
by: Gong, Yan, et al.
Published: (2025)
by: Gong, Yan, et al.
Published: (2025)
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding
by: Kong, Lingdong, et al.
Published: (2024)
by: Kong, Lingdong, et al.
Published: (2024)
BEVLM: Distilling Semantic Knowledge from LLMs into Bird's-Eye View Representations
by: Monninger, Thomas, et al.
Published: (2026)
by: Monninger, Thomas, et al.
Published: (2026)
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving
by: Mohapatra, Sambit, et al.
Published: (2023)
by: Mohapatra, Sambit, et al.
Published: (2023)
Enhanced Spatiotemporal Consistency for Image-to-LiDAR Data Pretraining
by: Xu, Xiang, et al.
Published: (2025)
by: Xu, Xiang, et al.
Published: (2025)
4D Contrastive Superflows are Dense 3D Representation Learners
by: Xu, Xiang, et al.
Published: (2024)
by: Xu, Xiang, et al.
Published: (2024)
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes
by: Bian, Hengwei, et al.
Published: (2024)
by: Bian, Hengwei, et al.
Published: (2024)
Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving
by: E, Wenke, et al.
Published: (2025)
by: E, Wenke, et al.
Published: (2025)
Velocity Driven Vision: Asynchronous Sensor Fusion Birds Eye View Models for Autonomous Vehicles
by: Hayes, Seamie, et al.
Published: (2024)
by: Hayes, Seamie, et al.
Published: (2024)
MSC-Bench: Benchmarking and Analyzing Multi-Sensor Corruption for Driving Perception
by: Hao, Xiaoshuai, et al.
Published: (2025)
by: Hao, Xiaoshuai, et al.
Published: (2025)
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View
by: Hou, Jiawei, et al.
Published: (2024)
by: Hou, Jiawei, et al.
Published: (2024)
BEVCon: Advancing Bird's Eye View Perception with Contrastive Learning
by: Leng, Ziyang, et al.
Published: (2025)
by: Leng, Ziyang, et al.
Published: (2025)
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes
by: Xu, Xiang, et al.
Published: (2025)
by: Xu, Xiang, et al.
Published: (2025)
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation
by: Witte, Christian, et al.
Published: (2024)
by: Witte, Christian, et al.
Published: (2024)
UniDriveVLA: Unifying Understanding, Perception, and Action Planning for Autonomous Driving
by: Li, Yongkang, et al.
Published: (2026)
by: Li, Yongkang, et al.
Published: (2026)
Toward Unified Practices in Trajectory Prediction Research on Bird's-Eye-View Datasets
by: Westny, Theodor, et al.
Published: (2024)
by: Westny, Theodor, et al.
Published: (2024)
U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences
by: Xu, Xiang, et al.
Published: (2025)
by: Xu, Xiang, et al.
Published: (2025)
nuCarla: A nuScenes-Style Bird's-Eye View Perception Dataset for CARLA Simulation
by: Qiao, Zhijie, et al.
Published: (2025)
by: Qiao, Zhijie, et al.
Published: (2025)
3EED: Ground Everything Everywhere in 3D
by: Li, Rong, et al.
Published: (2025)
by: Li, Rong, et al.
Published: (2025)
Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving
by: Han, Jianhua, et al.
Published: (2025)
by: Han, Jianhua, et al.
Published: (2025)
Multi-Space Alignments Towards Universal LiDAR Segmentation
by: Liu, Youquan, et al.
Published: (2024)
by: Liu, Youquan, et al.
Published: (2024)
Localization-Guided Foreground Augmentation in Autonomous Driving
by: Yong, Jiawei, et al.
Published: (2026)
by: Yong, Jiawei, et al.
Published: (2026)
DuoSpaceNet: Leveraging Both Bird's-Eye-View and Perspective View Representations for 3D Object Detection
by: Huang, Zhe, et al.
Published: (2024)
by: Huang, Zhe, et al.
Published: (2024)
BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images
by: Luo, Lun, et al.
Published: (2023)
by: Luo, Lun, et al.
Published: (2023)
BEVCALIB: LiDAR-Camera Calibration via Geometry-Guided Bird's-Eye View Representations
by: Yuan, Weiduo, et al.
Published: (2025)
by: Yuan, Weiduo, et al.
Published: (2025)
Not All Points Are Equal: Uncertainty-Aware 4D LiDAR Scene Synthesis
by: Xu, Xiang, et al.
Published: (2026)
by: Xu, Xiang, et al.
Published: (2026)
HiDrive: A Closed-Loop Benchmark for High-Level Autonomous Driving
by: Xia, Zhongyu, et al.
Published: (2026)
by: Xia, Zhongyu, et al.
Published: (2026)
WayveScenes101: A Dataset and Benchmark for Novel View Synthesis in Autonomous Driving
by: Zürn, Jannik, et al.
Published: (2024)
by: Zürn, Jannik, et al.
Published: (2024)
Collaborative Perception Datasets in Autonomous Driving: A Survey
by: Yazgan, Melih, et al.
Published: (2024)
by: Yazgan, Melih, et al.
Published: (2024)
Joint Perception and Prediction for Autonomous Driving: A Survey
by: Dal'Col, Lucas, et al.
Published: (2024)
by: Dal'Col, Lucas, et al.
Published: (2024)
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View Synthesis
by: Klammer, Christopher, et al.
Published: (2024)
by: Klammer, Christopher, et al.
Published: (2024)
Drive-P2D: A Progressive Perception-to-Decision Benchmark for VLMs in Autonomous Driving
by: Tang, Zecong, et al.
Published: (2026)
by: Tang, Zecong, et al.
Published: (2026)
From Static to Dynamic: a Survey of Topology-Aware Perception in Autonomous Driving
by: Chen, Yixiao, et al.
Published: (2025)
by: Chen, Yixiao, et al.
Published: (2025)
EventFly: Event Camera Perception from Ground to the Sky
by: Kong, Lingdong, et al.
Published: (2025)
by: Kong, Lingdong, et al.
Published: (2025)
SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding
by: Li, Rong, et al.
Published: (2024)
by: Li, Rong, et al.
Published: (2024)
Zero-Shot 3D Visual Grounding from Vision-Language Models
by: Li, Rong, et al.
Published: (2025)
by: Li, Rong, et al.
Published: (2025)
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning
by: Yogamani, Senthil, et al.
Published: (2024)
by: Yogamani, Senthil, et al.
Published: (2024)
Similar Items
-
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives
by: Xie, Shaoyuan, et al.
Published: (2025) -
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving
by: Kong, Lingdong, et al.
Published: (2024) -
LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving
by: Kong, Lingdong, et al.
Published: (2025) -
Progressive Bird's Eye View Perception for Safety-Critical Autonomous Driving: A Comprehensive Survey
by: Gong, Yan, et al.
Published: (2025) -
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding
by: Kong, Lingdong, et al.
Published: (2024)