SOTAVerified

Autonomous Vehicles

Autonomous vehicles is the task of making a vehicle that can guide itself 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: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 2605 papers

TitleStatusHype
Can Human Drivers and Connected Autonomous Vehicles Co-exist in Lane-Free Traffic? A Microscopic Simulation Perspective—0
Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification—0
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation—0
Collaborative Approaches to Enhancing Smart Vehicle Cybersecurity by AI-Driven Threat Detection—0
Distributed Traffic Control in Complex Dynamic Roadblocks: A Multi-Agent Deep RL Approach—0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
Enhancing autonomous vehicle safety in rain: a data-centric approach for clear vision—0
Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles—0
Leveraging Large Language Models for Enhancing Autonomous Vehicle Perception—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Joint Optimization of Multimodal Transit Frequency and Shared Autonomous Vehicle Fleet Size with Hybrid Metaheuristic and Nonlinear Programming—0
xSRL: Safety-Aware Explainable Reinforcement Learning -- Safety as a Product of ExplainabilityCode0
Joint Adaptive OFDM and Reinforcement Learning Design for Autonomous Vehicles: Leveraging Age of Updates—0
Camera-Based Localization and Enhanced Normalized Mutual Information—0
Autonomous Vehicle Security: A Deep Dive into Threat Modeling—0
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object DetectionCode0
Split Learning in Computer Vision for Semantic Segmentation Delay Minimization—0
CLIP-RLDrive: Human-Aligned Autonomous Driving via CLIP-Based Reward Shaping in Reinforcement Learning—0
SafeDrive: Knowledge- and Data-Driven Risk-Sensitive Decision-Making for Autonomous Vehicles with Large Language Models—0
A New Adversarial Perspective for LiDAR-based 3D Object Detection—0
Open-World Panoptic Segmentation—0
CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception—0
Artificial Intelligence in Traffic Systems—0
PanSR: An Object-Centric Mask Transformer for Panoptic SegmentationCode0
evS2CP: Real-time Simultaneous Speed and Charging Planner for Connected Electric Vehicles—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BAAMA3DP22.85—Unverified
2GSNetA3DP20.21—Unverified