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Motion Prediction on nuScenes (val)

0.38mADEGraphBEV++
0.16321.62663.094.5534Oct 16, 2024Jan 28, 2025May 13, 2025Aug 25, 2025Dec 8, 2025Mar 22, 2026Jul 5, 2026

Evaluation results

MethodLinks
GraphBEV++View Transformation=Query2026.060.380.520.0770.645
FusionAD2026.060.390.620.0860.626
GraphBEV++View Transformation=LSS2026.060.40.590.0850.647
UniAD-CRISPModality=C+R, Pretrain=CRISP2026.070.530.850.1340.571
UniAD-CRISPModality=C+R, Pretrain=None2026.070.540.870.1390.545
SpaRC-ADModality=C+R, Pretrain=None2026.070.580.930.1210.53
GameAD2026.040.60.970.1320.507
MomAD2026.040.610.980.1370.499
FocalAD2025.060.610.950.1340.49
MomAD2026.060.610.980.1370.499
SparseDrive2026.040.620.990.1360.482
BridgeAD2026.040.620.980.1340.504
SparseDrive2025.060.620.990.1360.482
SparseDrive-SSteps=122026.050.620.990.1360.482
SparseWorld-SSteps=122026.050.620.990.1280.488
SparseDrive2026.060.620.990.1360.482
UniADModality=C, Pretrain=ViDAR [23]2026.070.650.970.1470.513
VAD2026.060.680.880.083—
UniAD2026.040.711.020.1510.456
UniAD2025.060.711.020.1510.456
UniADSteps=122026.050.711.020.1510.456
UniAD2026.060.711.020.1510.456
UniADModality=C, Pretrain=None2026.070.711.020.1510.456
SparseWorld-VSteps=62026.050.781.030.1130.619
SparseWorld2026.060.781.030.1130.619
VAD-TinySteps=62026.050.791.080.1210.598
MambaBEV2024.100.841.2030.14780.546
PnPNet2025.061.151.950.2260.222
PnPNet2024.101.151.950.2260.222
CoT-Drive2026.061.563.490.52—
ViP3D2025.062.052.840.2460.226
ViP3D2024.102.052.840.2460.226
Traditional2025.062.063.020.2770.209
Traditional2024.102.063.020.2770.209
Constant Vel.2024.102.134.010.318—
Constant Pos.2024.105.810.270.347—