Music Generation on Song Describer Dataset
1.01FADU-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| U-NetParams=1.0B, Hours=12.5k2024.05 | 1.01 | 0.83 | 1.92 | 0.3 | |
| QA-MDT (U-Net)Params=1.0B, Hours=12.5k2024.09 | 1.01 | 0.83 | 1.92 | 0.3 | |
| FluxMusicParams=2.1B, Hours=22K2024.09 | 1.01 | 0.83 | 2.03 | 0.35 | |
| QA-MDTParams=675M, Hours=12.5k2024.05 | 1.04 | 0.83 | 1.94 | 0.32 | |
| QA-MDT (DiT)Params=675M, Hours=12.5k2024.09 | 1.04 | 0.83 | 1.94 | 0.32 | |
| AudioLDM 2 - MusicParams=712M, Hours=10.8k, re-inferred=true2024.05 | 2.77 | 0.84 | 1.91 | 0.28 | |
| AudioLDM 2 (Music)Params=712M, Hours=10.8k2024.09 | 2.77 | 0.84 | 1.91 | 0.28 | |
| MusicGenParams=1.5B, Hours=20k2024.05 | 5.38 | 1.01 | 1.92 | 0.18 | |
| MusicGenParams=1.5B, Hours=20k2024.09 | 5.38 | 1.01 | 1.92 | 0.18 |