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

Audio separation quality assessment on SAM Audio-Bench Music

0.721PCC OverallSingle prompted SAJ

Evaluation Results

Method	Links
Single prompted SAJ2026.01		0.721	0.856	0.758	0.756	0.714	0.611	0.75	0.528
Multiple prompted SAJ2026.01		0.716	0.863	0.743	0.747	0.705	0.616	0.733	0.532
Single prompted SAJ2026.01		0.691	0.797	0.722	0.701	0.685	0.59	0.721	0.509
Multiple prompted SAJ2026.01		0.688	0.798	0.707	0.698	0.683	0.604	0.705	0.505
Multiple prompted SAJ2026.01		0.555	0.531	0.594	0.507	0.526	0.462	0.583	0.418
Single prompted SAJ2026.01		0.496	0.48	0.525	0.427	0.485	0.464	0.519	0.328
CLAP2026.01		0.347	—	—	—	0.322	—	—	—
SpanIoU2026.01		0.228	—	—	—	-0.064	—	—	—
ImageBind2026.01		0.119	—	—	—	0.097	—	—	—