ResearchTasksBallast insufficiency detectionBallast insufficiency detectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedField-collected railroad track dataset (test)YOLO Only98.96Precision7Feb 26, 2026