Text-to-audio generation on VGGSound
1.44Fréchet Audio Distance (FAD)AudioX-Turbo
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AudioX-TurboTask=T2A2026.06 | 1.44 | — | — | — | — | — | — | 10.12 | 19.72 | 2.02 | 3.44 | 6.08 | 35 | |
| AudioX-BaseTask=T2A2026.06 | 1.56 | — | — | — | — | — | — | 9.48 | 19.12 | 2.06 | 3.17 | 6.21 | 31 | |
| AudioLDM-2-LargeTask=T2A2026.06 | 2.05 | — | — | — | — | — | — | 16.32 | 13.86 | 2.1 | 2.95 | 6.35 | 30 | |
| AudioGenTask=T2A2026.06 | 2.48 | — | — | — | — | — | — | 15.94 | 11.09 | 2.16 | 3.3 | 5.45 | 29 | |
| MMAudioTask=T2A2026.06 | 2.5 | — | — | — | — | — | — | 11.52 | 17.83 | 2.17 | 3.02 | 6.12 | 32 | |
| Stable Audio OpenTask=T2A2026.06 | 2.6 | — | — | — | — | — | — | 26 | 14.45 | 2.36 | 2.64 | 6.53 | 33 | |
| MAGNET-largeTask=T2A2026.06 | 2.74 | — | — | — | — | — | — | 22.17 | 8.53 | 2.03 | 3.65 | 5.25 | 26 | |
| GenAU2026.01 | 3.44 | 33.03 | 36.76 | 32.9 | 33.6 | 27.04 | 21.1 | 34.55 | 10.1 | 2.52 | — | — | — | |
| Tango 2Task=T2A2026.06 | 3.47 | — | — | — | — | — | — | 22.96 | 10 | 2.31 | 3.93 | 5.99 | 29 | |
| MMAudio2026.01 | 3.57 | 31.69 | 36.81 | 31.39 | 29.45 | 26.02 | 22.81 | 29.1 | 10.64 | 2.9 | — | — | — | |
| Siren + Plan-CriticBackbone=Siren, Sampling Strategy=Plan-Critic-guided sampling2026.01 | 3.7 | 35.88 | 38.83 | 35.56 | 35.53 | 32.86 | 28.86 | 28.02 | 10.65 | 2.87 | — | — | — | |
| AudioX2026.01 | 4.44 | 33.93 | 37.71 | 33.6 | 32.32 | 29.61 | 28.52 | 35.86 | 9.39 | 2.94 | — | — | — | |
| Siren+BoN-16Backbone=Siren, Sampling Strategy=Best-of-N (16)2026.01 | 4.63 | 25.62 | 28.6 | 26.51 | 22.51 | 21.53 | 16.37 | 32.23 | 9.56 | 3.02 | — | — | — | |
| AudioLDM-L-FullTask=T2A2026.06 | 7.05 | — | — | — | — | — | — | 31.15 | 6.52 | 2.41 | 2.93 | 5.99 | 27 |