Audio separation quality assessment on SAM Audio-Bench Sound
0.56PCC OverallSingle prompted SAJ
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Single prompted SAJPrompt=Span2026.01 | 0.56 | 0.583 | 0.67 | 0.502 | 0.558 | 0.506 | 0.666 | 0.428 | |
| Multiple prompted SAJPrompt=Text2026.01 | 0.544 | 0.588 | 0.663 | 0.488 | 0.546 | 0.485 | 0.657 | 0.422 | |
| Single prompted SAJPrompt=Text2026.01 | 0.536 | 0.617 | 0.664 | 0.532 | 0.528 | 0.496 | 0.668 | 0.456 | |
| Multiple prompted SAJPrompt=Span2026.01 | 0.503 | 0.543 | 0.599 | 0.446 | 0.506 | 0.474 | 0.591 | 0.414 | |
| Multiple prompted SAJPrompt=Visual2026.01 | 0.44 | 0.437 | 0.596 | 0.328 | 0.424 | 0.458 | 0.56 | 0.359 | |
| Single prompted SAJPrompt=Visual2026.01 | 0.439 | 0.422 | 0.622 | 0.344 | 0.441 | 0.407 | 0.614 | 0.345 | |
| CLAPPrompt=Text2026.01 | 0.351 | — | — | — | 0.36 | — | — | — | |
| SpanIoUPrompt=Span2026.01 | 0.187 | — | — | — | 0.193 | — | — | — | |
| ImageBindPrompt=Visual2026.01 | 0.109 | — | — | — | 0.107 | — | — | — |