Text-to-Music Generation
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AudioLDM2-music | FD_openl3 | 354.05 | — | Unverified |
| 2 | Stable Audio | FD_openl3 | 108.69 | — | Unverified |
| 3 | Riffusion | FAD | 13.4 | — | Unverified |
| 4 | Mubert | FAD | 9.6 | — | Unverified |
| 5 | MeLoDy | FAD | 5.41 | — | Unverified |
| 6 | MusicGen w/ random melody (1.5B) | FAD | 5 | — | Unverified |
| 7 | MusicLM | FAD | 4 | — | Unverified |
| 8 | Noise2Music spectrogram | FAD | 3.84 | — | Unverified |
| 9 | MusicGen w/o melody (3.3B) | FAD | 3.8 | — | Unverified |
| 10 | UniAudio | FAD | 3.65 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Mustango (non-pretrained) | FAD | 2.09 | — | Unverified |