ResearchDatasetsapsfailapsfailFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsMislabel Detectionapsfail0.971AUROC17Identifying mislabeled pointsapsfail48F1 Score12Identifying mislabeled pointsapsfail36Precision (apsfail)12Identifying mislabeled pointsapsfail73Recall12Data Valuationapsfail0.47Valuation Runtime (s)5Noisy Detectionapsfail0.916AUROC5Verifiable Data Valuationapsfail10.8Proving Time (s)2