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 10511075 of 6092 papers

TitleStatusHype
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous DrivingCode1
DSEC: A Stereo Event Camera Dataset for Driving ScenariosCode1
3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object DetectionCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving ScenariosCode1
DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory PredictionCode1
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
A Simple Baseline for Multi-Camera 3D Object DetectionCode1
Driving Style Alignment for LLM-powered Driver AgentCode1
A Simple and Efficient Multi-task Network for 3D Object Detection and Road UnderstandingCode1
DRL-Based Trajectory Tracking for Motion-Related Modules in Autonomous DrivingCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous DrivingCode1
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion GenerationCode1
CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous DrivingCode1
ABNet: Attention BarrierNet for Safe and Scalable Robot LearningCode1
DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous DrivingCode1
DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving ScenesCode1
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous DrivingCode1
Dream to Drive with Predictive Individual World ModelCode1
DRAMA-X: A Fine-grained Intent Prediction and Risk Reasoning Benchmark For DrivingCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Domain Adaptation on Point Clouds via Geometry-Aware ImplicitsCode1
Show:102550
← PrevPage 43 of 244Next →

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