Synthetic Song Detection on MUSIC8K Pitch
89.2AccuracySofia-G2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sofia-G2Feature=MuQ+MERT2026.06 | 89.2 | 92.3 | |
| Sofia-VAGFusion=concat2026.06 | 88.2 | 91.4 | |
| Sofia-G1Feature=MuQ2026.06 | 83.1 | 86.9 | |
| Sofia-VAGFusion=MoE2026.06 | 83.1 | 87.1 | |
| CLAM2026.06 | 80.6 | 88.4 | |
| RawNet22026.06 | 80.4 | 72.6 | |
| Sofia-G1Feature=MERT2026.06 | 79.7 | 86.4 | |
| Sofia-V1Feature=RawNet22026.06 | 68.4 | 78.4 | |
| Sofia-V1Feature=Wav2Vec22026.06 | 67.5 | 76.9 | |
| SpecTTTra-α2026.06 | 62.9 | 49.1 | |
| SpecTTTra-γ2026.06 | 54.9 | 25.7 | |
| SpecTTTra-β2026.06 | 50.9 | 7.1 | |
| Sofia-A1Feature=FxPP2026.06 | 32.8 | 19.3 |