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Benchmarks
Constant-lead following on CARLA L2 fog day
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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 (m)
Updated 18d ago
Evaluation Results
Method
Method
Links
Success Rate
Mean Gap (m)
Minimum Clearance (m)
Mean Lateral Error (m)
Base MPC
Controller=Base MPC
2026.07
100
23.7
0.717
0.0194
VLM-MPC
Controller=VLM-MPC
2026.07
100
51.3
-
-
Fixed-Envelope MPC
Controller=Fixed-Envel...
2026.07
100
23.8
0.722
0.0189
VLM-CASE-MPC
Controller=VLM-CASE-MPC
2026.07
100
41.3
0.718
0.0184
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