AI-generated audio detection on SONICS
99.3F1 ScoreCLAM
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAMloss=Triplet Loss2025.11 | 99.3 | |
| CLAM2026.06 | 99.3 | |
| CLAMloss=No Alignment Loss2025.11 | 98.7 | |
| Sofia-VAGFusion=MoE2026.06 | 97.4 | |
| SpecTTTra-αduration=120 sec2025.11 | 97.2 | |
| Sofia-VAGFusion=concat2026.06 | 97.2 | |
| SpecTTTra-α2026.06 | 97 | |
| ConvNeXt2026.06 | 96 | |
| Sofia-G2Feature=MuQ+MERT2026.06 | 95.1 | |
| EfficientViT2026.06 | 95 | |
| Sofia-G1Feature=MERT2026.06 | 93.9 | |
| SpecTTTra-β2026.06 | 92 | |
| ViT2026.06 | 89 | |
| Sofia-G1Feature=MuQ2026.06 | 88.4 | |
| SpecTTTra-γ2026.06 | 88 | |
| Sofia-V1Feature=Wav2Vec22026.06 | 83.2 | |
| RawNet22026.06 | 61.5 | |
| Sofia-V1Feature=RawNet22026.06 | 56.5 | |
| Sofia-A1Feature=FxPP2026.06 | 52.8 |