| PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images | Jun 2, 2022 | 3D Lane Detection3D Object Detection | CodeCode Available | 3 | 5 |
| MagicDrive: Street View Generation with Diverse 3D Geometry Control | Oct 4, 2023 | 3D geometry3D Object Detection | CodeCode Available | 3 | 5 |
| Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks | Jul 18, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 2 | 5 |
| MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning | Mar 13, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers | Jul 5, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects | Mar 29, 2024 | 3D Object Detection3D Object Detection From Monocular Images | CodeCode Available | 2 | 5 |
| DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance | Mar 5, 2025 | 3D Object DetectionBEV Segmentation | CodeCode Available | 1 | 5 |
| Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance | Aug 8, 2024 | BEV SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection | Nov 5, 2024 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 | 5 |
| DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion | May 3, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving | Mar 2, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 | 5 |
| Learning Ego 3D Representation as Ray Tracing | Jun 8, 2022 | 3D Object DetectionBEV Segmentation | CodeCode Available | 1 | 5 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 | 5 |
| SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation | Feb 27, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 | 5 |
| SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset | Feb 4, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous Driving | Aug 29, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
| 4D-ROLLS: 4D Radar Occupancy Learning via LiDAR Supervision | May 20, 2025 | Autonomous VehiclesBEV Segmentation | CodeCode Available | 0 | 5 |
| NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models | Jul 5, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
| PointBeV: A Sparse Approach for BeV Predictions | Jan 1, 2024 | BEV Segmentation | CodeCode Available | 0 | 5 |
| PointBeV: A Sparse Approach to BeV Predictions | Dec 1, 2023 | BEV SegmentationBird's-Eye View Semantic Segmentation | CodeCode Available | 0 | 5 |
| Improving Bird's Eye View Semantic Segmentation by Task Decomposition | Apr 2, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
| DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning | Apr 9, 2024 | BEV SegmentationScene Understanding | —Unverified | 0 | 0 |
| MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation | Aug 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line of Sight | Jul 11, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 | 0 |
| Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction | Jan 25, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 | 0 |
