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 2191–2200 of 6092 papers

TitleStatusHype
Causality-Driven Reinforcement Learning for Joint Communication and Sensing—0
Application of Tensorized Neural Networks for Cloud Classification—0
Evaluating the Impact of Synthetic Data on Object Detection Tasks in Autonomous Driving—0
Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains—0
Application of Multimodal Large Language Models in Autonomous Driving—0
Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset—0
Causal Deep Reinforcement Learning Using Observational Data—0
Evaluating the Adversarial Robustness of Detection Transformers—0
Causal Composition Diffusion Model for Closed-loop Traffic Generation—0
ApolloRL: a Reinforcement Learning Platform for Autonomous Driving—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