SOTAVerified

NavSim

Data-Driven Non-Reactive Autonomous Vehicle Benchmark.

Evaluates autonomous driving stacks that produce waypoints with a static dataset using the PDM-Score metric. The PDM-score metric performs a pseudo-simulation by rolling out the trajectory and simulating all other actors via log-replay. This results in an open-loop evaluation that correlates with closed-loop performance.

Papers

Showing 2126 of 26 papers

TitleStatusHype
Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-DistillationCode3
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic PlanningCode5
PARA-Drive: Parallelized Architecture for Real-time Autonomous Driving0
Planning-oriented Autonomous DrivingCode4
0/1 Deep Neural Networks via Block Coordinate Descent0
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous DrivingCode3
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