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CARLA longest6
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CARLA longest6 on CARLA
Metric: Route Completion (higher is better)
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Model
↕
Route Completion
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Extra Data
Paper
Date
↕
Code
1
TransFuser++ WP (TF++WP)
97
No
Hidden Biases of End-to-End Driving Models
2023-06-13
Code
2
DiffE2E
96
No
-
-
-
3
Latent TransFuser (LTF)
95
No
TransFuser: Imitation with Transformer-Based Sen...
2022-05-31
Code
4
TransFuser++ (TF++)
94
No
Hidden Biases of End-to-End Driving Models
2023-06-13
Code
5
TransFuser (TF)
93
No
TransFuser: Imitation with Transformer-Based Sen...
2022-05-31
Code
6
DriveGPT4-V2
91
No
-
-
-
7
Geometric Fusion (GF)
91
No
TransFuser: Imitation with Transformer-Based Sen...
2022-05-31
Code
8
EnDfuser + safety-rule
90
No
Using Diffusion Ensembles to Estimate Uncertaint...
2025-05-31
-
9
DriveAdapter+TCP
88
No
DriveAdapter: Breaking the Coupling Barrier of P...
2023-08-01
Code
10
Perception PlanT
88
No
PlanT: Explainable Planning Transformers via Obj...
2022-10-25
Code
11
InteractionNet
87
No
InteractionNet: Joint Planning and Prediction fo...
2023-09-07
Code
12
Learning from all Vehicle v2 (LAV v2)
83
No
Learning from All Vehicles
2022-03-22
Code
13
Late Fusion (LF)
83
No
TransFuser: Imitation with Transformer-Based Sen...
2022-05-31
Code
14
DriveAdapter
82
No
DriveAdapter: Breaking the Coupling Barrier of P...
2023-08-01
Code
15
Coaching a Teachable Student (CaT)
79
No
Coaching a Teachable Student
2023-06-16
Code
16
ThinkTwice
77
No
Think Twice before Driving: Towards Scalable Dec...
2023-05-10
Code
17
Interfuser
74
No
Safety-Enhanced Autonomous Driving Using Interpr...
2022-07-28
Code
18
Trajectory-guided Control Prediction (TCP)
72
No
Trajectory-guided Control Prediction for End-to-...
2022-06-16
Code
19
Learning from all Vehicles v1 (LAV v1)
70
No
Learning from All Vehicles
2022-03-22
Code
20
Neural Attention Fields (NEAT)
62
No
NEAT: Neural Attention Fields for End-to-End Aut...
2021-09-09
Code
21
World on Rails (WOR)
48
No
Learning to drive from a world on rails
2021-05-03
Code