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 55515575 of 6092 papers

TitleStatusHype
Walling up Backdoors in Intrusion Detection SystemsCode0
A*3D Dataset: Towards Autonomous Driving in Challenging EnvironmentsCode0
A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving0
Boosting Real-Time Driving Scene Parsing with Shared SemanticsCode0
Temporally Consistent Depth Prediction with Flow-Guided Memory Units0
PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation0
Brno Urban Dataset -- The New Data for Self-Driving Agents and Mapping TasksCode0
F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point Clouds0
Slice-based Learning: A Programming Model for Residual Learning in Critical Data SlicesCode0
Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving0
Multi-Sensor 3D Object Box Refinement for Autonomous Driving0
Human Visual Attention Prediction Boosts Learning & Performance of Autonomous Driving Agents0
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale0
Learning Object-specific Distance from a Monocular Image0
Cooperation-Aware Lane Change Maneuver in Dense Traffic based on Model Predictive Control with Recurrent Neural NetworkCode1
Robust Multi-Modality Multi-Object TrackingCode0
Self-driving scale car trained by Deep reinforcement learning0
Geometry-Aware Video Object Detection for Static Cameras0
Occ-Traj120: Occupancy Maps with Associated Trajectories0
PASS3D: Precise and Accelerated Semantic Segmentation for 3D Point Cloud0
Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus0
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation0
Conditional Vehicle Trajectories Prediction in CARLA Urban Environment0
From perception to control: an autonomous driving system for a formula student driverless carCode0
FisheyeMODNet: Moving Object detection on Surround-view Cameras 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