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 651–660 of 6092 papers

TitleStatusHype
A Robust Attack: Displacement Backdoor Attack—0
Long-Range LiDAR Vehicle Detection Through Clustering and Classification for Autonomous Racing—0
Knowledge Integration Strategies in Autonomous Vehicle Prediction and Planning: A Comprehensive Survey—0
Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning—0
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation—0
Generalizable Reinforcement Learning with Biologically Inspired Hyperdimensional Occupancy Grid Maps for Exploration and Goal-Directed Path Planning—0
Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception—0
AdvSwap: Covert Adversarial Perturbation with High Frequency Info-swapping for Autonomous Driving Perception—0
Predictive Planner for Autonomous Driving with Consistency Models—0
A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision—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