ResearchTasksNoisy DetectionNoisy DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedwindLSH-Shapley81.8AUROC17May 12, 2026apsfailKNN0.916AUROC5May 6, 2026vehicleKNN77.9AUROC5May 6, 2026polLSH-Shapley88AUROC5May 6, 20262dplanesKNN0.78AUROC5May 6, 2026MNISTKNN85.5AUROC3May 6, 2026