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

Showing 526550 of 6092 papers

TitleStatusHype
An Efficient Convex Hull-based Vehicle Pose Estimation Method for 3D LiDARCode1
An Efficient Approach to Generate Safe Drivable Space by LiDAR-Camera-HDmap FusionCode1
Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGACode1
Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal IntegrationCode1
End-to-End Pseudo-LiDAR for Image-Based 3D Object DetectionCode1
End-to-End Urban Driving by Imitating a Reinforcement Learning CoachCode1
Ensemble Quantile Networks: Uncertainty-Aware Reinforcement Learning with Applications in Autonomous DrivingCode1
Exploring Attention GAN for Vehicle Motion PredictionCode1
Anchor-free Small-scale Multispectral Pedestrian DetectionCode1
End-to-end Autonomous Driving Perception with Sequential Latent Representation LearningCode1
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving ModelsCode1
Empirical Performance Evaluation of Lane Keeping Assist on Modern Production VehiclesCode1
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance SystemsCode1
Efficient Visual Computing with Camera RAW SnapshotsCode1
4DenoiseNet: Adverse Weather Denoising from Adjacent Point CloudsCode1
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object DiscoveryCode1
Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference SpeedCode1
Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and PriorsCode1
Efficient Baselines for Motion Prediction in Autonomous DrivingCode1
Efficient Risk-Averse Reinforcement LearningCode1
EdgeRegNet: Edge Feature-based Multimodal Registration Network between Images and LiDAR Point CloudsCode1
ECTLO: Effective Continuous-time Odometry Using Range Image for LiDAR with Small FoVCode1
EDA: Evolving and Distinct Anchors for Multimodal Motion PredictionCode1
Edge Federated Learning Via Unit-Modulus Over-The-Air ComputationCode1
Efficient and Effective Generation of Test Cases for Pedestrian Detection -- Search-based Software Testing of Baidu Apollo in SVLCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReasonNetDriving Score79.95Unverified
2InterFuserDriving Score76.18Unverified
3TCPDriving Score75.14Unverified
4TF++ WPDriving Score66.32Unverified
5Learning From All Vehicles (LAV)Driving Score61.85Unverified
6TransFuserDriving Score61.18Unverified
7TransFuser (Reproduced)Driving Score55.04Unverified
8TCP (Reproduced)Driving Score47.91Unverified
9Latent TransFuserDriving Score45.2Unverified
10GRIADDriving Score36.79Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC69.17Unverified
2TransFuserRC56.36Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC86.91Unverified
2TransFuserRC78.41Unverified