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Papers Benchmarks Datasets Tasks

Driving Reasoning research benchmarks · SOTA2 Research

Driving Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

nuScenes (test)

52.96First-Frame Joint Accuracy

17

Apr 21, 2026

Drive-Internal (test)

56.48First-Frame Joint Accuracy

17

Apr 21, 2026

0.195BLEU-4

6

Apr 20, 2026

15.6BLEU-4

6

Apr 20, 2026

19BLEU-4

6

Apr 20, 2026

0.211BLEU-4

6

Apr 20, 2026

Popular datasets

BDD-X nuScenes DRIVE

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