Audio separation quality assessment on SAM Audio-Bench Music
0.721PCC OverallSingle prompted SAJ
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Single prompted SAJPrompt=Text2026.01 | 0.721 | 0.856 | 0.758 | 0.756 | 0.714 | 0.611 | 0.75 | 0.528 | |
| Multiple prompted SAJPrompt=Text2026.01 | 0.716 | 0.863 | 0.743 | 0.747 | 0.705 | 0.616 | 0.733 | 0.532 | |
| Single prompted SAJPrompt=Visual2026.01 | 0.691 | 0.797 | 0.722 | 0.701 | 0.685 | 0.59 | 0.721 | 0.509 | |
| Multiple prompted SAJPrompt=Visual2026.01 | 0.688 | 0.798 | 0.707 | 0.698 | 0.683 | 0.604 | 0.705 | 0.505 | |
| Multiple prompted SAJPrompt=Span2026.01 | 0.555 | 0.531 | 0.594 | 0.507 | 0.526 | 0.462 | 0.583 | 0.418 | |
| Single prompted SAJPrompt=Span2026.01 | 0.496 | 0.48 | 0.525 | 0.427 | 0.485 | 0.464 | 0.519 | 0.328 | |
| CLAPPrompt=Text2026.01 | 0.347 | — | — | — | 0.322 | — | — | — | |
| SpanIoUPrompt=Span2026.01 | 0.228 | — | — | — | -0.064 | — | — | — | |
| ImageBindPrompt=Visual2026.01 | 0.119 | — | — | — | 0.097 | — | — | — |