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 5076–5100 of 6092 papers

TitleStatusHype
Reducing the False Positive Rate Using Bayesian Inference in Autonomous Driving Perception—0
Re-Evaluating LiDAR Scene Flow for Autonomous Driving—0
RefinedMPL: Refined Monocular PseudoLiDAR for 3D Object Detection in Autonomous Driving—0
Refining the ONCE Benchmark with Hyperparameter Tuning—0
Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure—0
Region-Guided Attack on the Segment Anything Model (SAM)—0
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach—0
REHEARSE-3D: A Multi-modal Emulated Rain Dataset for 3D Point Cloud De-raining—0
Reimagining an autonomous vehicle—0
Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving—0
Adaptive Optimal Control for Reference Tracking Independent of Exo-System Dynamics—0
Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test—0
Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving—0
Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships—0
Reinforcement Learning for Joint V2I Network Selection and Autonomous Driving Policies—0
Reinforcement Learning for Online Testing of Autonomous Driving Systems: a Replication and Extension Study—0
Reinforcement Learning for Predicting Traffic Accidents—0
Reinforcement Learning From Imperfect Corrective Actions And Proxy Rewards—0
Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving—0
Reinforcement Learning with Uncertainty Estimation for Tactical Decision-Making in Intersections—0
Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization—0
Reliability-Driven LiDAR-Camera Fusion for Robust 3D Object Detection—0
Reliable AI: Does the Next Generation Require Quantum Computing?—0
Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving—0
ReliOcc: Towards Reliable Semantic Occupancy Prediction via Uncertainty Learning—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