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Benchmarks
Autonomous Driving on Bench2Drive base subset (50 clips for open-loop)
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0.62
Avg L2 Error
Drive Transformer
0.4992
1.3146
2.13
2.9454
May 21, 2025
Avg L2 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg L2 Error
Drive Transformer
Latency=212 ms, expert...
2025.05
0.62
UniAD-Base
Latency=558 ms, expert...
2025.05
0.73
UniAD-Tiny
Latency=445 ms, expert...
2025.05
0.8
VAD
Latency=359 ms, expert...
2025.05
0.91
ThinkTwice
Latency=762 ms, expert...
2025.05
0.95
iPad
Latency=43 ms, expert_...
2025.05
0.97
DriveAdapter
Latency=931 ms, expert...
2025.05
1.01
TCP
Latency=71 ms, expert_...
2025.05
1.7
TCP-traj
Latency=71 ms, expert_...
2025.05
1.7
TCP-traj
Latency=71 ms, expert_...
2025.05
1.96
AD-MLP
Latency=4 ms, expert_f...
2025.05
3.64
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