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Benchmarks
Autonomous Driving Planning on NAVSIM Normal
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0.927
ADE@4s
ReCogDrive + Unconstrained Soft Prompt
0.90772
1.03786
1.168
1.29814
May 17, 2026
ADE@4s
Updated 15d ago
Evaluation Results
Method
Method
Links
ADE@4s
ReCogDrive + Unconstrained Soft Prompt
Backbone=ReCogDrive, N...
2026.05
0.927
ReCogDrive + CLAP
Backbone=ReCogDrive, N...
2026.05
0.934
Alpamayo-R1.5 + CLAP
Backbone=Alpamayo-R1.5...
2026.05
0.959
Alpamayo-R1.5
Backbone=Alpamayo-R1.5...
2026.05
0.97
DriveVLA-W0 + CLAP
Backbone=DriveVLA-W0,...
2026.05
0.989
Alpamayo-R1.5 + Unconstrained Soft Prompt
Backbone=Alpamayo-R1.5...
2026.05
0.997
ReCogDrive
Backbone=ReCogDrive, N...
2026.05
1.007
ReCogDrive + Explicit Notice
Backbone=ReCogDrive, N...
2026.05
1.01
DriveVLA-W0
Backbone=DriveVLA-W0,...
2026.05
1.011
DriveVLA-W0 + Unconstrained Soft Prompt
Backbone=DriveVLA-W0,...
2026.05
1.024
Alpamayo-R1.5 + Explicit Notice
Backbone=Alpamayo-R1.5...
2026.05
1.091
DriveVLA-W0 + Explicit Notice
Backbone=DriveVLA-W0,...
2026.05
1.409
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