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 3751–3775 of 6092 papers

TitleStatusHype
Detection of Adversarial Physical Attacks in Time-Series Image Data—0
Quadric Representations for LiDAR Odometry, Mapping and Localization—0
AutoCure: Automated Tabular Data Curation Technique for ML PipelinesCode0
ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds—0
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture—0
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales—0
Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving—0
Synthetic Datasets for Autonomous Driving: A Survey—0
Now You See Me: Robust approach to Partial Occlusions—0
Vehicle State Estimation and Prediction—0
Studying the Impact of Semi-Cooperative Drivers on Overall Highway Flow—0
Adversarial Infrared Blocks: A Multi-view Black-box Attack to Thermal Infrared Detectors in Physical World—0
A Preliminary Study of Deep Learning Sensor Fusion for Pedestrian DetectionCode0
Transformer-based models and hardware acceleration analysis in autonomous driving: A survey—0
FSNet: Redesign Self-Supervised MonoDepth for Full-Scale Depth Prediction for Autonomous Driving—0
Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning?—0
An End-to-End Vehicle Trajcetory Prediction Framework—0
UniCal: a Single-Branch Transformer-Based Model for Camera-to-LiDAR Calibration and Validation—0
Perception Imitation: Towards Synthesis-free Simulator for Autonomous Vehicles—0
End-to-End Policy Gradient Method for POMDPs and Explainable Agents—0
Towards the Transferable Audio Adversarial Attack via Ensemble Methods—0
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection—0
Neural Map Prior for Autonomous Driving—0
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation—0
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services—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