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Autonomous Driving Reasoning research benchmarks · SOTA2 Research

Autonomous Driving Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.31Risk Assessment

42

Jul 7, 2026

49.89Final Score

24

Apr 23, 2026

68.42GS Score

5

May 12, 2026

48.95GS Score

5

May 12, 2026

DriveLM 25% Token Retention

DriveMM (Vanilla)

81.23Accuracy

5

Apr 23, 2026

Popular datasets

DriveLM DriveLMM Dolphins EM-VLM4AD

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