ResearchTasksTraffic ReasoningTraffic ReasoningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDriveQA-V CARLA signsTraffic-MLLM75.65Regulatory Accuracy5Mar 10, 2026USTC-TFC 2016Zero-shot LLM100JSON Validity (%)3Apr 10, 2026CrossPlatform-AndroidZero-shot LLM1JSON Validity3Apr 10, 2026CrossPlatform iOSZero-shot LLM100JSON Validity3Apr 10, 2026