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Benchmarks
Open-loop Planning on Bench2Drive (test)
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0.73
Avg L2 Error (m)
UniAD-Base
0.6136
1.3993
2.185
2.9707
Apr 17, 2025
Avg L2 Error (m)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg L2 Error (m)
UniAD-Base
Input=Ego State + 6 Ca...
2025.04
0.73
UniAD-Tiny
Input=Ego State + 6 Ca...
2025.04
0.8
FUMP
Input=Ego State + 6 Ca...
2025.04
0.8
VAD
Input=Ego State + 6 Ca...
2025.04
0.91
Think2Twice
Input=Ego State + 6 Ca...
2025.04
0.95
DriveAdapter
Input=Ego State + 6 Ca...
2025.04
1.01
DiffAD
Input=Ego State + 6 Ca...
2025.04
1.55
AD-MLP
Input=Ego State, Exper...
2025.04
3.64
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