Audio Deepfake Detection on ADD-C 1.0s duration (test)
9.39C0 ScoreFC-LFCC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FC-LFCCFront-end feature=LFCC2026.01 | 9.39 | 9.87 | 9.91 | 10.43 | 11.25 | 13.49 | 10.72 | |
| AASIST-L2026.01 | 8.55 | 5.45 | 5.45 | 5.65 | 5.97 | 7.58 | 6.44 | |
| AASIST2026.01 | 6.3 | 4.03 | 4.07 | 4.22 | 4.41 | 5.34 | 4.73 | |
| MGAA-CQCCFront-end feature=CQCC2026.01 | 5.98 | 6.13 | 6.21 | 6.57 | 7.15 | 9.8 | 6.97 | |
| RawNet22026.01 | 4.8 | 3.44 | 3.57 | 4.01 | 4.47 | 6.28 | 4.43 | |
| S-MGAA-CQCCFront-end feature=CQCC2026.01 | 4.03 | 3.64 | 3.68 | 4.04 | 4.68 | 6.83 | 4.48 | |
| LCNN2026.01 | 3.85 | 4.31 | 4.25 | 4.49 | 4.67 | 5.47 | 4.51 | |
| MGAA-LFCCFront-end feature=LFCC2026.01 | 3.8 | 3.78 | 3.82 | 4.11 | 4.73 | 6.2 | 4.41 | |
| RawGAT-ST2026.01 | 3.15 | 2.22 | 2.28 | 2.39 | 2.67 | 3.69 | 2.74 | |
| MGAA-MFCCFront-end feature=MFCC2026.01 | 2.62 | 2.37 | 2.41 | 2.57 | 2.98 | 4.33 | 2.88 | |
| S-MGAA-LFCCFront-end feature=LFCC2026.01 | 1.86 | 1.93 | 2 | 2.26 | 2.72 | 3.97 | 2.46 | |
| S-MGAA-MFCCFront-end feature=MFCC2026.01 | 1.25 | 1.18 | 1.2 | 1.31 | 1.57 | 2.46 | 1.5 |