Audio separation quality assessment on SAM Audio-Bench Speech
0.724PCC OverallMultiple prompted SAJ
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Multiple prompted SAJPrompt=Text2026.01 | 0.724 | 0.616 | 0.778 | 0.507 | 0.737 | 0.455 | 0.792 | 0.371 | |
| Single prompted SAJPrompt=Text2026.01 | 0.68 | 0.601 | 0.737 | 0.397 | 0.69 | 0.437 | 0.743 | 0.297 | |
| Single prompted SAJPrompt=Span2026.01 | 0.663 | 0.578 | 0.753 | 0.462 | 0.666 | 0.457 | 0.747 | 0.323 | |
| Multiple prompted SAJPrompt=Span2026.01 | 0.646 | 0.497 | 0.727 | 0.424 | 0.651 | 0.415 | 0.731 | 0.346 | |
| Multiple prompted SAJPrompt=Visual2026.01 | 0.606 | 0.413 | 0.69 | 0.321 | 0.624 | 0.37 | 0.692 | 0.298 | |
| Single prompted SAJPrompt=Visual2026.01 | 0.568 | 0.381 | 0.696 | 0.282 | 0.599 | 0.4 | 0.704 | 0.291 | |
| SpanIoUPrompt=Span2026.01 | 0.363 | — | — | — | 0.366 | — | — | — | |
| CLAPPrompt=Text2026.01 | 0.274 | — | — | — | 0.259 | — | — | — | |
| ImageBindPrompt=Visual2026.01 | 0.095 | — | — | — | 0.097 | — | — | — |