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 4351–4360 of 6092 papers

TitleStatusHype
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving—0
Depth Estimation with Simplified Transformer—0
Control-Aware Prediction Objectives for Autonomous Driving—0
Rotationally Equivariant 3D Object Detection—0
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame—0
Dataset for Robust and Accurate Leading Vehicle Velocity Recognition—0
Where and What: Driver Attention-based Object DetectionCode0
Landing AI on Networks: An equipment vendor viewpoint on Autonomous Driving Networks—0
Toward Policy Explanations for Multi-Agent Reinforcement LearningCode0
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training—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