Metric: 21LA EER (higher is better)
| # | Model↕ | 21LA EER▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RawNet-2 | 40.07 | No | End-to-end anti-spoofing with RawNet2 | 2020-11-02 | Code |
| 2 | AASIST | 11.46 | No | AASIST: Audio Anti-Spoofing using Integrated Spe... | 2021-10-04 | Code |
| 3 | RawGAT-ST | 10.25 | No | End-to-End Spectro-Temporal Graph Attention Netw... | 2021-07-27 | Code |
| 4 | BTS-E | 8.75 | No | - | - | Code |
| 5 | TCM-Add | 2.99 | No | Temporal-Channel Modeling in Multi-head Self-Att... | 2024-06-25 | Code |
| 6 | XLSR+SLS | 2.86 | No | - | - | Code |
| 7 | XLSR+AASIST | 1 | No | Automatic speaker verification spoofing and deep... | 2022-02-24 | Code |
| 8 | XLSR-Mamba | 0.93 | No | XLSR-Mamba: A Dual-Column Bidirectional State Sp... | 2024-11-15 | Code |