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 3676–3700 of 6092 papers

TitleStatusHype
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale—0
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment—0
TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training—0
Training a Binary Weight Object Detector by Knowledge Transfer for Autonomous Driving—0
Training a Convolutional Neural Network for Appearance-Invariant Place Recognition—0
Training A Neural Network For Partially Occluded Road Sign Identification In The Context Of Autonomous Vehicles—0
Training an Open-Vocabulary Monocular 3D Object Detection Model without 3D Data—0
Training of Neural Networks with Uncertain Data: A Mixture of Experts Approach—0
Training Strategies for Vision Transformers for Object Detection—0
Trajectory Entropy: Modeling Game State Stability from Multimodality Trajectory Prediction—0
Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking—0
TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction—0
Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding—0
Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions—0
Trajectory Prediction in Autonomous Driving with a Lane Heading Auxiliary Loss—0
TrajFlow: Multi-modal Motion Prediction via Flow Matching—0
TrajGen: Generating Realistic and Diverse Trajectories with Reactive and Feasible Agent Behaviors for Autonomous Driving—0
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models—0
Traj-MAE: Masked Autoencoders for Trajectory Prediction—0
TrajSSL: Trajectory-Enhanced Semi-Supervised 3D Object Detection—0
Transcending XAI Algorithm Boundaries through End-User-Inspired Design—0
TransDiffuser: End-to-end Trajectory Generation with Decorrelated Multi-modal Representation for Autonomous Driving—0
Transferability Estimation for Semantic Segmentation Task—0
Transferable Learned Image Compression-Resistant Adversarial Perturbations—0
Transfer Learning for Efficient Iterative Safety Validation—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