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Autonomous Driving on CARLA Bench2Drive Leaderboard (test)

1.5794Efficiency ScoreVAD
0.4407040.7363271.031951.327573Jun 9, 2025

Evaluation results

MethodLinks
VAD2025.061.57940.46010.1542.350.08110.24440.20.20.191518.37
ReCogDrive2025.061.38180.17450.454571.360.29730.20.69090.20.713442.03
UniAD-B.Model Size=Base2025.061.29210.43580.163645.810.1410.17780.21670.10.142115.55
UniAD-T.Model Size=Tiny2025.061.23920.47040.131840.730.08890.09330.20.20.154314.73
Drive Transformer-L.Model Size=Large2025.061.00640.46010.350163.460.17570.350.48360.40.52138.6
TCP-trajDistillation=No2025.060.78780.22960.300549.30.17140.06670.40.40.287228.51
ThinkTwice2025.060.76930.16220.031362.440.27380.18420.35820.50.542337.17
TCP-trajDistillation=Yes2025.060.76540.18080.359.90.08890.24290.51670.40.462834.22
DriveAdapter2025.060.70220.16010.330864.220.28820.26380.48760.50.564342.08
TCP-ctrlControl=Standard2025.060.55970.51510.072730.470.10290.04440.10.10.06458.23
TCPVariant=Default2025.060.54260.4780.1540.70.16180.20.20.10.069914.63
AD-MLP2025.060.48450.2263018.0500000.04350.87