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Trajectory Prediction on nuScenes v1.0-trainval (val)

0.14L2 Error (1s)ResWorld
0.07680.50340.931.3566Feb 11, 2026

Evaluation results

MethodLinks
ResWorldAuxiliary Task=None, Ego status in planning module (♢)=true, Metric calculation style (‡)=VAD-style2026.020.140.270.490.30.010.030.140.06
BEV-Planner++Auxiliary Task=None, Ego status in planning module (♢)=true, Metric calculation style (‡)=VAD-style2026.020.160.320.570.3500.290.730.34
ResWorldAuxiliary Task=None, Metric calculation style (‡)=VAD-style2026.020.170.320.550.350.010.020.160.07
ResWorldAuxiliary Task=None, Ego status in planning module (♢)=true, Metric calculation style=Standard2026.020.190.51.080.590.020.060.430.17
SSRAuxiliary Task=None, Official models and code (*)=true, Metric calculation style (‡)=VAD-style2026.020.190.360.620.390.10.10.240.15
ResWorldAuxiliary Task=None, Metric calculation style=Standard2026.020.220.561.170.650.020.040.640.23
LAWAuxiliary Task=Det&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.240.460.760.490.1—0.390.19
SSRAuxiliary Task=None, Official models and code (*)=true, Metric calculation style=Standard2026.020.250.641.330.740.080.120.720.31
PARA-DriveAuxiliary Task=Det&Track&Map&Motion&Occ, Metric calculation style (‡)=VAD-style2026.020.250.460.740.480.140.230.390.25
Drive-OccWorldAuxiliary Task=Occ, Metric calculation style (‡)=VAD-style2026.020.250.440.720.470.030.080.220.11
LAWAuxiliary Task=None, Metric calculation style (‡)=VAD-style2026.020.260.571.010.610.140.210.540.3
DiffusionDriveAuxiliary Task=Det&Track&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.270.540.90.570.030.050.160.08
GenADAuxiliary Task=Det&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.280.490.780.520.080.140.340.19
SparseDriveAuxiliary Task=Det&Track&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.290.580.960.610.010.050.180.08
MomADAuxiliary Task=Det&Track&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.310.570.910.60.010.050.220.09
GenADAuxiliary Task=Det&Map&Motion, Metric calculation style=Standard2026.020.360.831.550.910.060.2310.43
PARA-DriveAuxiliary Task=Det&Track&Map&Motion&Occ, Metric calculation style=Standard2026.020.40.771.310.830.070.250.60.3
VADAuxiliary Task=Det&Map&Motion, Metric calculation style (‡)=VAD-style2026.020.410.71.050.720.070.170.410.22
UniADAuxiliary Task=Det&Track&Map&Motion&Occ, Metric calculation style (‡)=VAD-style2026.020.440.670.960.690.040.080.230.12
UniADAuxiliary Task=Det&Track&Map&Motion&Occ, Metric calculation style=Standard2026.020.480.961.651.030.050.170.710.31
OccNetAuxiliary Task=Det&Map&Occ, Metric calculation style=Standard2026.021.292.132.992.140.210.591.370.72
ST-P3Auxiliary Task=Det&Map, Metric calculation style (‡)=VAD-style2026.021.332.112.92.110.230.621.270.71
ST-P3Auxiliary Task=Det&Map, Metric calculation style=Standard2026.021.723.264.863.280.441.083.011.51