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Benchmarks
Open-loop Planning on Bench2Drive base V0.0.3 (train)
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0.62
Avg L2 Error
DriveTrans
0.6044
0.7097
0.815
0.9203
Apr 7, 2026
Apr 18, 2026
Apr 30, 2026
May 11, 2026
May 23, 2026
Jun 3, 2026
Jun 15, 2026
Avg L2 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg L2 Error
DriveTrans
Expert feature distill...
2026.06
0.62
GameAD
2026.04
0.8
MomAD
2026.04
0.82
GraphBEV++
Backbone=Query
2026.06
0.82
MomAD
2026.06
0.85
SparseDrive
2026.04
0.87
VADmmt
variant=multi-modal tr...
2026.04
0.89
VAD
2026.04
0.91
VAD
2026.06
0.91
ThinkTwice
Expert feature distill...
2026.06
0.93
ThinkTwice
Expert feature distill...
2026.06
0.95
DriveAdapter
Expert feature distill...
2026.06
1.01
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