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

Showing 52265250 of 6092 papers

TitleStatusHype
QEBA: Query-Efficient Boundary-Based Blackbox Attack0
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels0
Road Segmentation on low resolution Lidar point clouds for autonomous vehicles0
Robust Trajectory Forecasting for Multiple Intelligent Agents in Dynamic Scene0
Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines0
Towards Automated Safety Coverage and Testing for Autonomous Vehicles with Reinforcement Learning0
RV-FuseNet: Range View Based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting0
Unsupervised Domain Adaptation in Semantic Segmentation: a Review0
Range Conditioned Dilated Convolutions for Scale Invariant 3D Object DetectionCode1
Label Efficient Visual Abstractions for Autonomous DrivingCode2
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review0
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory PredictionCode1
Train in Germany, Test in The USA: Making 3D Object Detectors GeneralizeCode1
FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction NetworkCode0
Exploring the Capabilities and Limits of 3D Monocular Object Detection -- A Study on Simulation and Real World Data0
Persistent Map Saving for Visual Localization for Autonomous Vehicles: An ORB-SLAM ExtensionCode1
High precision indoor positioning by means of LiDAR0
High Precision Indoor Navigation for Autonomous Vehicles0
From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning0
3D Scene Geometry-Aware Constraint for Camera Localization with Deep Learning0
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Reference Pose Generation for Long-term Visual Localization via Learned Features and View SynthesisCode1
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction0
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors0
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving0
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Benchmark Results

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