Synthetic Song Detection on MUSIC8K-P (Stretch)
94.1AccuracySofia-VAG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Sofia-VAGFusion=MoE2026.06 | 94.1 | 95.9 | |
| Sofia-G2Feature=MuQ+MERT2026.06 | 89.2 | 92.3 | |
| Sofia-VAGFusion=concat2026.06 | 88.1 | 91.3 | |
| Sofia-G1Feature=MuQ2026.06 | 83.1 | 87.1 | |
| CLAM2026.06 | 81.2 | 88.9 | |
| RawNet22026.06 | 80.3 | 72.6 | |
| Sofia-G1Feature=MERT2026.06 | 79.5 | 86.3 | |
| Sofia-V1Feature=Wav2Vec22026.06 | 67.9 | 77.4 | |
| Sofia-V1Feature=RawNet22026.06 | 67.9 | 77.4 | |
| SpecTTTra-α2026.06 | 57.8 | 34.9 | |
| SpecTTTra-γ2026.06 | 56.5 | 29.4 | |
| SpecTTTra-β2026.06 | 51.2 | 8.9 | |
| Sofia-A1Feature=FxPP2026.06 | 32.9 | 19.5 |