Audio deepfake detection on ADD-C 2.0s duration (test)
4.98Class 0 ScoreFC-LFCC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FC-LFCCFront-end feature=LFCC2026.01 | 4.98 | 5.35 | 5.44 | 5.93 | 6.56 | 8.29 | 6.09 | |
| MGAA-CQCCFront-end feature=CQCC2026.01 | 3.2 | 3.15 | 3.14 | 3.45 | 4.18 | 6.44 | 3.93 | |
| AASIST-L2026.01 | 2.7 | 2.41 | 2.41 | 2.57 | 2.78 | 3.8 | 2.78 | |
| RawNet22026.01 | 2.05 | 1.33 | 1.32 | 1.39 | 1.61 | 2.51 | 1.7 | |
| RawGAT-ST2026.01 | 1.75 | 0.6 | 0.63 | 0.71 | 0.85 | 1.6 | 1.02 | |
| MGAA-LFCCFront-end feature=LFCC2026.01 | 1.5 | 1.78 | 1.76 | 2.1 | 2.44 | 3.94 | 2.25 | |
| S-MGAA-CQCCFront-end feature=CQCC2026.01 | 1.11 | 1.07 | 1.07 | 1.28 | 1.59 | 3.14 | 1.54 | |
| LCNN2026.01 | 0.9 | 1.38 | 1.36 | 1.46 | 1.76 | 2.17 | 1.5 | |
| AASIST2026.01 | 0.9 | 0.81 | 0.83 | 0.88 | 0.97 | 1.54 | 0.99 | |
| MGAA-MFCCFront-end feature=MFCC2026.01 | 0.85 | 0.75 | 0.77 | 0.84 | 1.04 | 1.71 | 0.99 | |
| S-MGAA-LFCCFront-end feature=LFCC2026.01 | 0.51 | 0.41 | 0.43 | 0.51 | 0.7 | 1.38 | 0.66 | |
| S-MGAA-MFCCFront-end feature=MFCC2026.01 | 0.24 | 0.25 | 0.25 | 0.28 | 0.36 | 0.78 | 0.36 |