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 2301–2325 of 6092 papers

TitleStatusHype
Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models—0
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey—0
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images—0
Autonomous Driving Vehicles Using Adaptive Learning Method for Data Fusion—0
GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving—0
Deep Surrogate Q-Learning for Autonomous Driving—0
AI Recommendation Systems for Lane-Changing Using Adherence-Aware Reinforcement Learning—0
Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model—0
GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation—0
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation—0
DeepRoadMapper: Extracting Road Topology From Aerial Images—0
Autonomous Driving System Design for Formula Student Driverless Racecar—0
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey—0
AI Ethics Issues in Real World: Evidence from AI Incident Database—0
A Concise Survey on Lane Topology Reasoning for HD Mapping—0
Deep Reinforcement Learning for Autonomous Vehicle Intersection Navigation—0
Deep Reinforcement Learning for Autonomous Driving: A Survey—0
Autonomous Driving Strategies at Intersections: Scenarios, State-of-the-Art, and Future Outlooks—0
Deep Reinforcement Learning for Adverse Garage Scenario Generation—0
Autonomous Driving Simulator based on Neurorobotics Platform—0
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges—0
Deep Representation Learning for Road Detection through Siamese Network—0
Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception—0
Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services—0
Deep Reinforcement Learning, a textbook—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