ResearchTasksBinary Safety-Critical Event (SCE) identificationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedNexar video onlyInternVL 3.585.7Precision (y=1)8May 22, 2026Private dataset video + IMUNova Pro96.1Precision (Positive Class)8May 22, 2026