Speech Spoofing Detection on In-the-Wild (eval)
1.42EERXLSR+Nes2Net-LA
Evaluation Results
| Method | Links | |
|---|---|---|
| XLSR+Nes2Net-LATraining data=Data Collection 2, Aug.=N/A2025.12 | 1.42 | |
| XLSR+Nes2NetTraining data=Data Collection 2, Aug.=N/A2025.12 | 1.69 | |
| XLSR+LRCTraining data=Data Collection 1, Aug.=SP2025.12 | 1.7 | |
| XLSR+LRCTraining data=Data Collection 1, Aug.=SP & RB+C2025.12 | 1.9 | |
| XLSR+AASISTTraining data=Data Collection 2, Aug.=N/A2025.12 | 2.09 | |
| MHFA-IVSpk-VIB2026.06 | 2.31 | |
| MHFA-IVSpk2026.06 | 2.37 | |
| XLSR+LRCTraining data=ASVspoof 2019, Aug.=N/A2025.12 | 3.4 | |
| SInMT2026.06 | 3.58 | |
| MHFA-VIB2026.06 | 3.95 | |
| MHFA2026.06 | 4.3 | |
| XLSR+Nes2NetTraining data=ASVspoof 2019, Aug.=RB2025.12 | 5.52 | |
| Conformer2026.06 | 5.68 | |
| XLSR-Transformer + FGFMModule=FGFM2026.02 | 6.31 | |
| XLSR-Transformer2026.02 | 6.59 | |
| XLSR-Conformer + FGFMModule=FGFM2026.02 | 6.64 | |
| XLSR-Mamba2026.02 | 6.71 | |
| XLSR+MambaTraining data=ASVspoof 2019 LA, Aug.=RB2025.12 | 6.71 | |
| AASIST2026.06 | 7.03 | |
| XLSR-SLS2026.02 | 7.46 | |
| XLSR+SLSTraining data=ASVspoof 2019 LA, Aug.=RB2025.12 | 7.46 | |
| XLSR-Conformer+TCMReproduction Status=reproduced2026.02 | 7.79 | |
| XLSR-ConformerReproduction Status=reproduced2026.02 | 8.42 | |
| XLSR-MoE2026.02 | 9.17 | |
| XLSR-AASIST2026.02 | 10.46 | |
| XLSR+AASISTTraining data=ASVspoof 2019 LA, Aug.=RB2025.12 | 10.46 |