HyperAI

Carla Longest6 On Carla

Metrics

Driving Score
Infraction Score
Route Completion

Results

Performance results of various models on this benchmark

Model Name
Driving Score
Infraction Score
Route Completion
Paper TitleRepository
TransFuser++ WP (TF++WP)730.5697Hidden Biases of End-to-End Driving Models
TransFuser++ (TF++)690.7294Hidden Biases of End-to-End Driving Models
DriveAdapter590.6882DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving
InteractionNet510.6087InteractionNet: Joint Planning and Prediction for Autonomous Driving with Transformers
Perception PlanT580.6588PlanT: Explainable Planning Transformers via Object-Level Representations
Late Fusion (LF)220.2783TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving
Geometric Fusion (GF)270.3091TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving
TransFuser (TF)470.5093TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving
Coaching a Teachable Student (CaT)580.7779Coaching a Teachable Student
Trajectory-guided Control Prediction (TCP)480.6572Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
Learning from all Vehicle v2 (LAV v2)580.6883Learning from All Vehicles
Interfuser470.6374Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
World on Rails (WOR)210.5648Learning to drive from a world on rails
DriveAdapter+TCP710.8588DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving
Latent TransFuser (LTF)370.3895TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving
Neural Attention Fields (NEAT)240.7162NEAT: Neural Attention Fields for End-to-End Autonomous Driving
ThinkTwice670.8477Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving
Learning from all Vehicles v1 (LAV v1)330.5170Learning from All Vehicles
0 of 18 row(s) selected.