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Papers Benchmarks Datasets Tasks

Autonomous Driving Safety Performance research benchmarks · SOTA2 Research

Autonomous Driving Safety Performance

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SPHINX Scenarios

0Fail Rate

5

Jun 17, 2026

ChatScene Scenarios

0Fail Count

5

Jun 17, 2026

LLM-Attacker Scenarios

20Failure Rate

5

Jun 17, 2026

Popular datasets

Sphinx LLM-Attacker ChatScene

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