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 52515275 of 6092 papers

TitleStatusHype
Learning hierarchical behavior and motion planning for autonomous drivingCode1
LGSVL Simulator: A High Fidelity Simulator for Autonomous DrivingCode2
End-to-End Lane Marker Detection via Row-wise ClassificationCode1
Trajectory Prediction for Autonomous Driving based on Multi-Head Attention with Joint Agent-Map Representation0
UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving0
Probabilistic End-to-End Vehicle Navigation in Complex Dynamic Environments with Multimodal Sensor Fusion0
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler AnnotationsCode1
CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation0
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey0
TS-MPC for Autonomous Vehicle using a Learning Approach0
Psychophysical Evaluation of Deep Re-Identification Models0
VTGNet: A Vision-based Trajectory Generation Network for Autonomous Vehicles in Urban EnvironmentsCode1
TPNet: Trajectory Proposal Network for Motion Prediction0
ML-driven Malware that Targets AV Safety0
Explicit Domain Adaptation with Loosely Coupled Samples0
Development of a hand gesture based control interface using Deep LearningCode1
PolyLaneNet: Lane Estimation via Deep Polynomial RegressionCode1
Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles0
Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty EstimationCode1
CodNN -- Robust Neural Networks From Coded Classification0
Distributed Learning and Inference with Compressed Images0
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds0
CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR MapsCode1
Realistic Large-Scale Fine-Depth Dehazing Dataset from 3D Videos0
Single-step Adversarial training with Dropout Scheduling0
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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