Cover song generation on SongEval (test)
0.2824CLAPSongEcho
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SongEcho2026.02 | 0.2824 | 0.7164 | 0.7326 | 0.7097 | 51.98 | 0.1933 | 0.4487 | |
| ACE-Step+SA ControlNetControl=SA ControlNet2026.02 | 0.2666 | 0.6463 | 0.66 | 0.6934 | 114.18 | 0.4069 | 0.5234 | |
| ACE-Step+MuseControlLiteControl=MuseControlLite2026.02 | 0.26 | 0.5421 | 0.5498 | 0.6208 | 90.19 | 0.3913 | 0.576 | |
| ACE-Step2026.02 | 0.259 | — | — | — | 71.56 | 0.3305 | 0.451 | |
| ACE-Step+SA ControlNet+LoRAControl=SA ControlNet, Optimization=LoRA2026.02 | 0.2583 | 0.6335 | 0.6465 | 0.6837 | 104.76 | 0.3112 | 0.5901 |