ResearchBenchmarksAudio Query Sound Separation on VGGSOUND clean+Audio Query Sound Separation on VGGSOUND clean+Follow7.93Mean SDRMARS-Sep7.11887.32947.547.7506Oct 12, 2025Evaluation resultsMethodMethodLinksMean SDRMean SIRMean SARMean SI-SDRiMean CLAPtMARS-SepQuery Modality=Compose...Query Modality=Composed Omni-modal2025.107.9310.6514.495.29.22OmniSepQuery Modality=Compose...Query Modality=Composed Omni-modal2025.107.7910.7614.535.168.85MARS-SepQuery Modality=AudioQuery Modality=Audio2025.107.3311.63124.368.91OmniSepQuery Modality=AudioQuery Modality=Audio2025.107.1511.6511.844.358.6