Synthetic song detection on MoM
98.5F1 ScoreSofia-VAG
Evaluation results
| Method | Links | |
|---|---|---|
| Sofia-VAGFusion=MoE2026.06 | 98.5 | |
| Sofia-G1Feature=MuQ2026.06 | 98.4 | |
| Sofia-G1Feature=MERT2026.06 | 96.7 | |
| Sofia-VAGFusion=concat2026.06 | 94.5 | |
| Sofia-G2Feature=MuQ+MERT2026.06 | 93.2 | |
| CLAM2026.06 | 92.5 | |
| Sofia-V1Feature=Wav2Vec22026.06 | 88.6 | |
| SpecTTTra-α2026.06 | 86.9 | |
| SpecTTTra-β2026.06 | 82.1 | |
| SpecTTTra-γ2026.06 | 80.4 | |
| Sofia-V1Feature=RawNet22026.06 | 78.4 | |
| RawNet22026.06 | 63.5 | |
| Sofia-A1Feature=FxPP2026.06 | 55.6 |