Metric: 21DF EER (higher is better)
| # | Model↕ | 21DF EER▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RawNet-2 | 40.06 | No | End-to-end anti-spoofing with RawNet2 | 2020-11-02 | Code |
| 2 | RawGAT-ST | 23.26 | No | End-to-End Spectro-Temporal Graph Attention Netw... | 2021-07-27 | Code |
| 3 | AASIST | 21.07 | No | AASIST: Audio Anti-Spoofing using Integrated Spe... | 2021-10-04 | Code |
| 4 | XLSR+AASIST | 3.69 | No | Automatic speaker verification spoofing and deep... | 2022-02-24 | Code |
| 5 | TCM-Add | 2.14 | No | Temporal-Channel Modeling in Multi-head Self-Att... | 2024-06-25 | Code |
| 6 | XLSR+SLS | 1.96 | No | - | - | Code |
| 7 | XLSR-Mamba | 1.88 | No | XLSR-Mamba: A Dual-Column Bidirectional State Sp... | 2024-11-15 | Code |