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Motion planning on nuScenes v1.0 (val)

0.55L2 Error (3s)OmniDrive++
0.4561.09051.7252.3595Oct 2, 2023Mar 6, 2024Aug 10, 2024Jan 14, 2025Jun 20, 2025Nov 24, 2025Apr 30, 2026

Evaluation results

MethodLinks
OmniDrive++Reference=CVPR 252026.040.550.140.290.3300.130.780.3
ORIONReference=ICCV 252026.040.550.170.310.340.050.250.80.37
BEV-Planner++Reference=CVPR 242026.040.570.160.320.3500.290.730.34
Ego-MLPReference=arXiv 232026.040.590.150.320.3500.270.850.37
VADEvaluation Protocol=ST-P3 metrics2023.100.60.170.340.370.070.10.240.14
VAD-BaseReference=ICCV 232026.040.60.170.340.370.040.270.670.33
HERMES++2026.040.620.160.330.3700.160.720.29
GPT-DriverEvaluation Protocol=ST-P3 metrics2023.100.70.20.40.440.040.120.360.17
UniADReference=CVPR 232026.040.750.20.420.460.020.250.840.37
LAW2025.090.760.240.460.490.080.10.390.19
GenAD2025.090.780.280.490.520.080.140.340.19
BEV-PlannerReference=CVPR 242026.040.830.30.520.550.10.371.30.59
PPAD2025.090.870.310.560.580.080.120.380.19
VAD2025.091.050.410.70.720.070.170.410.22
OmniDriveReference=CVPR 252026.041.320.40.80.840.040.462.320.94
GPT-DriverEvaluation Protocol=UniAD metrics2023.101.520.270.740.840.070.151.10.44
UniADEvaluation Protocol=UniAD metrics2023.101.650.480.961.030.050.170.710.31
UniAD2025.091.650.480.961.030.050.170.710.31
OccTENS2025.091.960.391.021.120.080.251.120.48
EponaReference=ICCV 252026.041.980.611.171.250.010.220.850.36
OccWorld2025.091.990.431.081.170.070.381.350.6
OccLlama2025.092.030.371.021.140.040.241.20.49
SA-NMPEvaluation Protocol=UniAD metrics2023.102.05—————1.59—
Doe-1Reference=arXiv 242026.042.110.51.181.260.040.371.190.53
NMPEvaluation Protocol=UniAD metrics2023.102.31—————1.92—
FFEvaluation Protocol=UniAD metrics2023.102.540.551.21.430.060.171.070.43
EOEvaluation Protocol=UniAD metrics2023.102.780.671.361.60.040.090.880.33
ST-P3Evaluation Protocol=ST-P3 metrics2023.102.91.332.112.110.230.621.270.71
ST-P3Reference=ECCV 222026.042.91.332.112.110.230.621.270.71