SOTAVerified

Autonomous Driving

Autonomous driving is the task of driving a vehicle without human conduction.

Many of the state-of-the-art results can be found at more general task pages such as 3D Object Detection and Semantic Segmentation.

(Image credit: Exploring the Limitations of Behavior Cloning for Autonomous Driving)

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3276–3300 of 6092 papers

TitleStatusHype
Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation—0
Fine-Grained Extraction of Road Networks via Joint Learning of Connectivity and SegmentationCode0
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control—0
MGTR: Multi-Granular Transformer for Motion Prediction with LiDAR—0
Experimental Insights Towards Explainable and Interpretable Pedestrian Crossing Prediction—0
Analyze Drivers' Intervention Behavior During Autonomous Driving -- A VR-incorporated Approach—0
IGFNet: Illumination-Guided Fusion Network for Semantic Scene Understanding using RGB-Thermal ImagesCode0
Exploring Adversarial Robustness of LiDAR-Camera Fusion Model in Autonomous Driving—0
Towards Efficient 3D Object Detection in Bird's-Eye-View Space for Autonomous Driving: A Convolutional-Only Approach—0
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline—0
Improving Efficiency of DNN-based Relocalization Module for Autonomous Driving with Server-side Computing—0
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature PerturbationCode0
Evaluating the Impact of Flaky Simulators on Testing Autonomous Driving SystemsCode0
EpiTESTER: Testing Autonomous Vehicles with Epigenetic Algorithm and Attention MechanismCode0
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions—0
Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control—0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
Erasing the Ephemeral: Joint Camera Refinement and Transient Object Removal for Street View Synthesis—0
Game Projection and Robustness for Game-Theoretic Autonomous Driving—0
Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous DrivingCode0
Lane-Keeping Control of Autonomous Vehicles Through a Soft-Constrained Iterative LQR—0
DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation—0
Empowering Autonomous Driving with Large Language Models: A Safety Perspective—0
DGNR: Density-Guided Neural Point Rendering of Large Driving Scenes—0
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReasonNetDriving Score79.95—Unverified
2InterFuserDriving Score76.18—Unverified
3TCPDriving Score75.14—Unverified
4TF++ WPDriving Score66.32—Unverified
5Learning From All Vehicles (LAV)Driving Score61.85—Unverified
6TransFuserDriving Score61.18—Unverified
7TransFuser (Reproduced)Driving Score55.04—Unverified
8TCP (Reproduced)Driving Score47.91—Unverified
9Latent TransFuserDriving Score45.2—Unverified
10GRIADDriving Score36.79—Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC69.17—Unverified
2TransFuserRC56.36—Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC86.91—Unverified
2TransFuserRC78.41—Unverified