Text-to-Audio on VGGSound-Omni (test)
1.35KL DivergenceOmni2Sound
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Omni2Sound2026.01 | 1.35 | 2.95 | 0.53 | 48.2 | 6.21 | 15.79 | 0.52 | 0.49 | 0.34 | |
| Omni2Sound2026.01 | 1.53 | 4.61 | 1.01 | 60.38 | 6.52 | 16.41 | 0.53 | — | — | |
| Omni2SoundCaption source=Video-LLaMA generated caps2026.01 | 1.56 | 3.37 | 0.66 | 53.73 | 6.11 | 15.74 | 0.49 | 0.5 | 0.34 | |
| AudioX2026.01 | 1.59 | 8.29 | 1.24 | 103.37 | 6.17 | 14.94 | 0.49 | 1.23 | 0.26 | |
| Omni2SoundCaption source=Video-LLaMA generated caps2026.01 | 1.6 | 6.92 | 1.23 | 83.91 | 6.38 | 16.01 | 0.51 | — | — | |
| ThinkSoundCoT=false2026.01 | 1.6 | 7.41 | 1.1 | 116.08 | 6.21 | 11.73 | 0.43 | 0.53 | 0.26 | |
| MMAudio2026.01 | 1.63 | 5.28 | 0.91 | 68.44 | 5.84 | 13.44 | 0.49 | 0.49 | 0.29 | |
| AudioX2026.01 | 1.68 | 9.04 | 1.42 | 109.94 | 6.37 | 15.15 | 0.49 | — | — | |
| HunyuanVideo-Foley2026.01 | 1.74 | 10.02 | 2.36 | 100.53 | 6.18 | 11.58 | 0.45 | 0.57 | 0.32 | |
| MMAudio2026.01 | 1.92 | 8.62 | 1.63 | 101.66 | 5.84 | 14.3 | 0.5 | — | — |