Synthetic song detection on MUSIC8K-O
97.2F1 ScoreSofia-VAG
Evaluation Results
| Method | Links | |
|---|---|---|
| Sofia-VAGFusion=MoE2026.06 | 97.2 | |
| Sofia-G1Feature=MuQ2026.06 | 95.3 | |
| Sofia-G1Feature=MERT2026.06 | 89.2 | |
| Sofia-VAGFusion=concat2026.06 | 88.1 | |
| Sofia-G2Feature=MuQ+MERT2026.06 | 87.5 | |
| Sofia-V1Feature=RawNet22026.06 | 82.5 | |
| CLAM2026.06 | 78.7 | |
| Sofia-V1Feature=Wav2Vec22026.06 | 77.6 | |
| SpecTTTra-α2026.06 | 64.6 | |
| SpecTTTra-γ2026.06 | 63.2 | |
| RawNet22026.06 | 59.3 | |
| SpecTTTra-β2026.06 | 36.5 | |
| Sofia-A1Feature=FxPP2026.06 | 28.2 |