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Benchmarks
Closed-loop Autonomous Driving on CARLA 0.9.10.1 (Leaderboard)
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0.787
Infraction Score
Raw
0.59148
0.64224
0.693
0.74376
Nov 27, 2024
Infraction Score
Vehicle Collisions
Layout Collisions
Red Light Infractions
Off-road Infractions
Updated 1mo ago
Evaluation Results
Method
Method
Links
Infraction Score
Vehicle Collisions
Layout Collisions
Red Light Infractions
Off-road Infractions
Raw
Inference Protocol=Clo...
2024.11
0.787
0.832
1.989
0.654
1.437
AnyAttack
Inference Protocol=Clo...
2024.11
0.78
0.82
1.98
0.66
1.42
AttackVLM
Inference Protocol=Clo...
2024.11
0.775
0.81
1.95
0.67
1.45
FGSM
Inference Protocol=Clo...
2024.11
0.721
0.663
4.494
0.785
4.577
PGD
Inference Protocol=Clo...
2024.11
0.608
1.454
5.704
1.321
5.203
ADvLM
Inference Protocol=Clo...
2024.11
0.599
2.954
6.869
1.473
5.188
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