ResearchTasksAudio event classificationAudio event classificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDASL (Urban8K)SSAMBA80.8mAP9Feb 26, 2026DCASE (official)XDC95Top-1 Accuracy9Feb 26, 2026AudioSet (train)BRAVE34.7mAP8Feb 26, 2026AudioSetVATT-Base39.4mAP8Feb 26, 2026ESC-50 (evaluation)ERANN96.1Accuracy2Feb 26, 2026