| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MUSIC-clean+ | MARS-Sep | CLAPt6.94 | 18 | 3mo ago | |
| Sound Separation | Sudo rm-rf | Parameters (M)5 | 9 | 1mo ago | |
| NVIDIA Sound Separation Efficiency Benchmarking A-30 | CodecSep | Full Memory Footprint (MB)76.46 | 9 | 1mo ago | |
| Efficiency Benchmarking Suite (inference) | CodecSep | GMACs (Inference)1.35 | 9 | 1mo ago | |
| NVIDIA A-30 GPU Compute Benchmark | Sudo rm-rf | Parameter-only Memory Footprint (MB)20.07 | 9 | 1mo ago | |
| VGGSOUND clean+ | ZeroSep | CLAPt Score15.91 | 3 | 3mo ago | |
| AudioCaps | AudioSep | SI-SDR6.4 | 2 | 1mo ago | |
| VGGSound | AudioSep | SI-SDR7 | 2 | 1mo ago | |
| AudioSet | AudioSep | SI-SDR7.6 | 2 | 1mo ago | |
| Clotho v2 | AudioSep | SI-SDR8.6 | 2 | 1mo ago | |
| ESC-50 | AudioSep | SI-SDR7.8 | 2 | 1mo ago |
