Audio Deepfake Detection on ADD-C 0.5s duration (test)
23.4C0 ScoreRawNet2
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RawNet22026.01 | 23.4 | 20.04 | 20.13 | 20.59 | 21.22 | 22.88 | 21.38 | |
| FC-LFCCFront-end feature=LFCC2026.01 | 13.44 | 14.93 | 14.99 | 15.59 | 16.23 | 18.26 | 15.58 | |
| MGAA-CQCCFront-end feature=CQCC2026.01 | 9.65 | 10.14 | 10.27 | 10.75 | 11.43 | 13.73 | 10.99 | |
| AASIST-L2026.01 | 9.6 | 8.28 | 8.29 | 8.76 | 9.46 | 11.43 | 9.3 | |
| LCNN2026.01 | 8.7 | 8.22 | 8.13 | 9.32 | 8.67 | 10.3 | 8.89 | |
| AASIST2026.01 | 8.15 | 4.78 | 4.82 | 5.05 | 5.58 | 6.92 | 5.88 | |
| MGAA-LFCCFront-end feature=LFCC2026.01 | 7.25 | 7.69 | 7.72 | 8.12 | 8.9 | 11.13 | 8.47 | |
| S-MGAA-CQCCFront-end feature=CQCC2026.01 | 7.07 | 7.1 | 7.16 | 7.51 | 8.16 | 10.21 | 7.87 | |
| RawGAT-ST2026.01 | 5.6 | 3.77 | 3.81 | 4.05 | 4.42 | 5.44 | 4.52 | |
| S-MGAA-LFCCFront-end feature=LFCC2026.01 | 4.58 | 4.57 | 4.66 | 4.95 | 5.66 | 7.51 | 5.33 | |
| MGAA-MFCCFront-end feature=MFCC2026.01 | 4.05 | 4.86 | 4.95 | 5.28 | 5.8 | 7.58 | 5.44 | |
| S-MGAA-MFCCFront-end feature=MFCC2026.01 | 2.7 | 3 | 3.04 | 3.29 | 3.68 | 4.95 | 3.44 |