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Benchmarks
Constant-lead following on CARLA L4 night partial
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100
Success Rate
Base MPC
95
97.5
100
102.5
Jul 6, 2026
Success Rate
Mean Gap (m)
Minimum Clearance (m)
Mean Lateral Error (|ey|) (m)
Updated 18d ago
Evaluation Results
Method
Method
Links
Success Rate
Mean Gap (m)
Minimum Clearance (m)
Mean Lateral Error (|ey|) (m)
Base MPC
Controller=Base MPC
2026.07
100
23.8
0.719
0.0195
VLM-MPC
Controller=VLM-MPC
2026.07
100
51.2
-
-
Fixed-Envelope MPC
Controller=Fixed-Envel...
2026.07
100
23.9
0.722
0.019
VLM-CASE-MPC
Controller=VLM-CASE-MPC
2026.07
100
44.2
0.722
0.018
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