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SotA/Robots/CARLA longest6/CARLA

CARLA longest6 on CARLA

Metric: Route Completion (higher is better)

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#Model↕Route Completion▼Extra DataPaperDate↕Code
1TransFuser++ WP (TF++WP)97NoHidden Biases of End-to-End Driving Models2023-06-13Code
2DiffE2E96No---
3Latent TransFuser (LTF)95NoTransFuser: Imitation with Transformer-Based Sen...2022-05-31Code
4TransFuser++ (TF++)94NoHidden Biases of End-to-End Driving Models2023-06-13Code
5TransFuser (TF)93NoTransFuser: Imitation with Transformer-Based Sen...2022-05-31Code
6DriveGPT4-V291No---
7Geometric Fusion (GF)91NoTransFuser: Imitation with Transformer-Based Sen...2022-05-31Code
8EnDfuser + safety-rule90NoUsing Diffusion Ensembles to Estimate Uncertaint...2025-05-31-
9DriveAdapter+TCP88NoDriveAdapter: Breaking the Coupling Barrier of P...2023-08-01Code
10Perception PlanT88NoPlanT: Explainable Planning Transformers via Obj...2022-10-25Code
11InteractionNet87NoInteractionNet: Joint Planning and Prediction fo...2023-09-07Code
12Learning from all Vehicle v2 (LAV v2)83NoLearning from All Vehicles2022-03-22Code
13Late Fusion (LF)83NoTransFuser: Imitation with Transformer-Based Sen...2022-05-31Code
14DriveAdapter82NoDriveAdapter: Breaking the Coupling Barrier of P...2023-08-01Code
15Coaching a Teachable Student (CaT)79NoCoaching a Teachable Student2023-06-16Code
16ThinkTwice77NoThink Twice before Driving: Towards Scalable Dec...2023-05-10Code
17Interfuser74NoSafety-Enhanced Autonomous Driving Using Interpr...2022-07-28Code
18Trajectory-guided Control Prediction (TCP)72NoTrajectory-guided Control Prediction for End-to-...2022-06-16Code
19Learning from all Vehicles v1 (LAV v1)70NoLearning from All Vehicles2022-03-22Code
20Neural Attention Fields (NEAT)62NoNEAT: Neural Attention Fields for End-to-End Aut...2021-09-09Code
21World on Rails (WOR)48NoLearning to drive from a world on rails2021-05-03Code