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 4931–4940 of 6092 papers

TitleStatusHype
ProAI: An Efficient Embedded AI Hardware for Automotive Applications -- a Benchmark Study—0
Probabilistic Approach for Road-Users Detection—0
Probabilistic End-to-End Vehicle Navigation in Complex Dynamic Environments with Multimodal Sensor Fusion—0
Probabilistic model predictive safety certification for learning-based control—0
Probabilistic Object Classification using CNN ML-MAP layers—0
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications—0
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments—0
Probability Trajectory: One New Movement Description for Trajectory Prediction—0
Procedural Humans for Computer Vision—0
PrognoseNet: A Generative Probabilistic Framework for Multimodal Position Prediction given Context Information—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