Audio Deepfake Detection on ITW 2019
0.03EERMoLEX
Evaluation results
| Method | Links | |
|---|---|---|
| MoLEXTraining Protocol=Protocol 2 (multi-dataset), Model Scale=376M, System Category=SOTA systems2026.03 | 0.03 | |
| mHuBERT-Iter2Training Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 1.56 | |
| mHuBERT-FinalTraining Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 1.62 | |
| W2V2-TCMTraining Protocol=Protocol 2 (multi-dataset), Model Scale=319M, System Category=SOTA systems2026.03 | 1.65 | |
| DF-Arena 500MTraining Protocol=Protocol 2 (multi-dataset), Model Scale=500M, System Category=SOTA systems2026.03 | 1.76 | |
| W2V2-AASISTTraining Protocol=Protocol 2 (multi-dataset), Model Scale=317M, System Category=SOTA systems2026.03 | 2.12 | |
| DF-Arena 100M-V1Training Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=SOTA systems2026.03 | 2.21 | |
| mHuBERT-Iter1Training Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 2.21 | |
| WavLM-Base+Training Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 2.24 | |
| WavLM-BaseTraining Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 2.48 | |
| HuBERT-BaseTraining Protocol=Protocol 2 (multi-dataset), Model Scale=100M, System Category=RAPTOR (ours)2026.03 | 3.34 | |
| ResembleAI-2BTraining Protocol=Protocol 2 (multi-dataset), Model Scale=2000M, System Category=SOTA systems2026.03 | 3.94 |