Audio separation quality assessment on SAM Audio-Bench Speech benchmark leaderboard · SOTA2 Research

Audio separation quality assessment on SAM Audio-Bench Speech

0.724PCC OverallMultiple prompted SAJ

Evaluation Results

Method	Links
Multiple prompted SAJ2026.01		0.724	0.616	0.778	0.507	0.737	0.455	0.792	0.371
Single prompted SAJ2026.01		0.68	0.601	0.737	0.397	0.69	0.437	0.743	0.297
Single prompted SAJ2026.01		0.663	0.578	0.753	0.462	0.666	0.457	0.747	0.323
Multiple prompted SAJ2026.01		0.646	0.497	0.727	0.424	0.651	0.415	0.731	0.346
Multiple prompted SAJ2026.01		0.606	0.413	0.69	0.321	0.624	0.37	0.692	0.298
Single prompted SAJ2026.01		0.568	0.381	0.696	0.282	0.599	0.4	0.704	0.291
SpanIoU2026.01		0.363	—	—	—	0.366	—	—	—
CLAP2026.01		0.274	—	—	—	0.259	—	—	—
ImageBind2026.01		0.095	—	—	—	0.097	—	—	—