# Spoof Detection on ASVspoof 2021 (test)

Source: [Spoof Detection on ASVspoof 2021 (test)](<https://www.sota2.com/research/sota/spoof-detection-on-asvspoof-2021-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-16T10:52:41.245Z

Evaluation of spoof detection performance using the test set of the ASVspoof 2021 dataset, reporting metrics including AUC and EER.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Spoof Detection |
| Dataset (including any stated split) | ASVspoof 2021 (test) |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [AUC](<https://www.sota2.com/research/sota/spoof-detection-on-asvspoof-2021-test.md?metric=AUC>): Higher is better; unit: PERCENT.

- [EER](<https://www.sota2.com/research/sota/spoof-detection-on-asvspoof-2021-test.md?metric=EER>): Lower is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| XLS-SLS (Pyramid) | 82.99 | Not recorded | 6a30d91bd33dfb23e783d2ae |

### XLS-SLS (Pyramid)

AUC: 82.99. Result ID: 6a312adffbc373592c2e6ba6.

[Reporting paper](<https://www.sota2.com/research/paper/6a30d91bd33dfb23e783d2ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a30d91bd33dfb23e783d2ae.md>)

Recorded evaluation configuration: {"Training Dataset":"DiffSSD"}. This record does not assert independent reproduction.

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