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Driving Evaluation Benchmark

Benchmarks

Task NameDataset NameSOTA ResultTrend
Trajectory FollowingDriving Evaluation Benchmark
L2 Error (3s Horizon)1.4
5
Short-term Driving PlanningDriving Evaluation Benchmark
L2 Error (3s)1.45
5
Chain-of-Thought ReasoningDriving Evaluation Benchmark
GPT Score0.88
5
Scene and Object ComprehensionDriving Evaluation Benchmark
Small Object Accuracy89.3
5
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