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Benchmarks
Constant-lead following on CARLA (L5 night)
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100
Success Rate
Base MPC
95
97.5
100
102.5
Jul 6, 2026
Success Rate
Mean Following Gap (m)
Minimum Clearance (m)
Mean Lateral Error (|ey|) (m)
Updated 18d ago
Evaluation Results
Method
Method
Links
Success Rate
Mean Following Gap (m)
Minimum Clearance (m)
Mean Lateral Error (|ey|) (m)
Base MPC
Controller=Base MPC
2026.07
100
23.8
0.717
0.0195
VLM-MPC
Controller=VLM-MPC
2026.07
100
51.4
-
-
Fixed-Envelope MPC
Controller=Fixed-Envel...
2026.07
100
24
0.72
0.0189
VLM-CASE-MPC
Controller=VLM-CASE-MPC
2026.07
100
47.6
0.719
0.0184
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