ResearchTasksBallast insufficiency detectionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedField-collected railroad track dataset (test)YOLO Only98.96Precision7Feb 26, 2026