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 4776–4800 of 6092 papers

TitleStatusHype
VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer—0
VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution—0
WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving—0
Waymo Open Dataset: Panoramic Video Panoptic Segmentation—0
Weakly Supervised Class-Agnostic Motion Prediction for Autonomous Driving—0
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving—0
Weather and Light Level Classification for Autonomous Driving: Dataset, Baseline and Active Learning—0
Weather Influence and Classification with Automotive Lidar Sensors—0
What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study—0
What do we need to build explainable AI systems for the medical domain?—0
What Face and Body Shapes Can Tell About Height—0
What Makes a Place? Building Bespoke Place Dependent Object Detectors for Robotics—0
What Matters to Enhance Traffic Rule Compliance of Imitation Learning for End-to-End Autonomous Driving—0
What Truly Matters in Trajectory Prediction for Autonomous Driving?—0
When Neural Networks Using Different Sensors Create Similar Features—0
When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models—0
Where to drive: free space detection with one fisheye camera—0
Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection—0
Whose Track Is It Anyway? Improving Robustness to Tracking Errors With Affinity-Based Trajectory Prediction—0
Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction—0
Why current rain denoising models fail on CycleGAN created rain images in autonomous driving—0
WildOcc: A Benchmark for Off-Road 3D Semantic Occupancy Prediction—0
A Survey on Large Language Model-empowered Autonomous Driving—0
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient—0
Winning the ICCV 2019 Learning to Drive Challenge—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