Audio-Visual Sound Separation on MUSIC-21 (test)
10.36SDRUpper Bound
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Upper BoundBase separation model=iQuery [14]2024.11 | 10.36 | 16.64 | 14.68 | |
| ContAV-SepBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 7.33 | 13.55 | 13.01 | |
| Upper BoundBase separation model=Co-Separation [23]2024.11 | 7.3 | 14.34 | 11.9 | |
| PLOPBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 7.03 | 13.3 | 11.9 | |
| AV-CILBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 6.86 | 13.13 | 12.31 | |
| LwFBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 6.76 | 12.77 | 12.6 | |
| EWCBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 6.65 | 13.01 | 11.73 | |
| EWFBase separation model=iQuery [14], Memory setting=w/ memory2024.11 | 5.35 | 11.35 | 11.81 | |
| ContAV-SepBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 4.06 | 10.06 | 11.07 | |
| EWFBase separation model=iQuery [14], Memory setting=w/o memory2024.11 | 3.98 | 9.68 | 11.52 | |
| PLOPBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 3.88 | 9.92 | 9.99 | |
| LwFBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 3.85 | 9.62 | 10.74 | |
| PLOPBase separation model=iQuery [14], Memory setting=w/o memory2024.11 | 3.82 | 10.06 | 10.22 | |
| EWCBase separation model=iQuery [14], Memory setting=w/o memory2024.11 | 3.67 | 9.58 | 10.3 | |
| EWFBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 3.63 | 9.07 | 10.58 | |
| AV-CILBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 3.61 | 9.76 | 9.68 | |
| Fine-tuningBase separation model=iQuery [14], Memory setting=w/o memory2024.11 | 3.46 | 9.3 | 10.57 | |
| LwFBase separation model=iQuery [14], Memory setting=w/o memory2024.11 | 3.45 | 8.78 | 10.66 | |
| EWCBase separation model=Co-Separation [23], Memory setting=w/ memory2024.11 | 3.31 | 9.55 | 9.8 | |
| PLOPBase separation model=Co-Separation [23], Memory setting=w/o memory2024.11 | 3.24 | 9.17 | 9.59 | |
| EWFBase separation model=Co-Separation [23], Memory setting=w/o memory2024.11 | 2.61 | 7.77 | 10.85 | |
| LwFBase separation model=Co-Separation [23], Memory setting=w/o memory2024.11 | 2.32 | 7.84 | 10.28 | |
| EWCBase separation model=Co-Separation [23], Memory setting=w/o memory2024.11 | 2.01 | 8.36 | 9.61 | |
| Fine-tuningBase separation model=Co-Separation [23], Memory setting=w/o memory2024.11 | 1.93 | 8.75 | 9.75 |