Composite Audio Synthesis on Multi-Caps VGGSound (test)
6.47FD (PANNs)Negative Audio Guidance (NAG)
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Negative Audio Guidance (NAG)Generation Strategy=Step-by-Step Generation, Prompting=Negative Audio Guidance2025.06 | 6.47 | 0.98 | 2.01 | 1.76 | 10.58 | 28.65 | 0.42 | |
| MMAudio-S-16kGeneration Strategy=One-Step Generation with Fused Caption, Separated Audio Track=False2025.06 | 6.75 | 1.03 | 2.09 | 2.04 | 13.66 | 29.45 | 0.46 | |
| MMAudio-S-16kGeneration Strategy=Independent Generation2025.06 | 7.76 | 1.35 | 2.02 | 1.84 | 10.42 | 28.13 | 0.42 | |
| MMAudio-S-16kGeneration Strategy=Step-by-Step Generation, Prompting=Negative Prompting2025.06 | 9.21 | 1.77 | 2.15 | 1.89 | 9.08 | 25.89 | 0.45 | |
| FoleyCrafterGeneration Strategy=One-Step Generation with Fused Caption, Separated Audio Track=False2025.06 | 16.93 | 2.29 | 2.6 | 2.52 | 11.93 | 27.78 | 1.23 | |
| FoleyCrafterGeneration Strategy=Independent Generation2025.06 | 20.04 | 3.23 | 2.7 | 2.36 | 9.21 | 25.26 | 1.18 | |
| FoleyCrafterGeneration Strategy=Step-by-Step Generation, Prompting=Negative Prompting2025.06 | 22.34 | 4.64 | 2.94 | 2.47 | 6.02 | 18.83 | 1.19 | |
| Seeing-and-HearingGeneration Strategy=One-Step Generation with Fused Caption, Separated Audio Track=False2025.06 | 25.42 | 5.68 | 2.81 | 2.76 | 6.45 | 36.88 | 1.22 | |
| Seeing-and-HearingGeneration Strategy=Independent Generation2025.06 | 31.81 | 7.68 | 3.1 | 2.65 | 4.12 | 20.16 | 1.19 |