# ASV Spoofing Detection on ASVspoof 2019 (val)

Source: [ASV Spoofing Detection on ASVspoof 2019 (val)](<https://www.sota2.com/research/sota/asv-spoofing-detection-on-asvspoof-2019-val>)

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

Data updated: 2026-02-26T05:41:28.457Z

Evaluation of ASV Spoofing Detection performance on the validation set of the ASVspoof 2019 dataset, reporting the Equal Error Rate (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 | ASV Spoofing Detection |
| Dataset (including any stated split) | ASVspoof 2019 (val) |
| Metric | EER |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| 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

- [EER](<https://www.sota2.com/research/sota/asv-spoofing-detection-on-asvspoof-2019-val.md?metric=EER>): Lower is better; unit: PERCENT.

## Recorded results

| Method | EER | Result date | Report paper |
| --- | --- | --- | --- |
| OT2 | 0.216 | Not recorded | 68fa7b621e209131cea8815f |
| A18\_5 | 0.435 | Not recorded | 68fa7b621e209131cea8815f |
| A18\_5 | 1.443 | Not recorded | 68fa7b621e209131cea8815f |
| A18 | 2.614 | Not recorded | 68fa7b621e209131cea8815f |
| A18 | 3.141 | Not recorded | 68fa7b621e209131cea8815f |
| OT2 | 7.925 | Not recorded | 68fa7b621e209131cea8815f |
| OT1 | 11.111 | Not recorded | 68fa7b621e209131cea8815f |

### OT2

EER: 0.216. Result ID: 699afbfd5698665ec48da35a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"Yes"}. This record does not assert independent reproduction.

### A18\_5

EER: 0.435. Result ID: 699afbfd5698665ec48da356.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa80511e209131cea9cace.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"No"}. This record does not assert independent reproduction.

### A18\_5

EER: 1.443. Result ID: 699afbfd5698665ec48da357.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa80511e209131cea9cace.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"Yes"}. This record does not assert independent reproduction.

### A18

EER: 2.614. Result ID: 699afbfd5698665ec48da354.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"No"}. This record does not assert independent reproduction.

### A18

EER: 3.141. Result ID: 699afbfd5698665ec48da355.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"Yes"}. This record does not assert independent reproduction.

### OT2

EER: 7.925. Result ID: 699afbfd5698665ec48da359.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"No"}. This record does not assert independent reproduction.

### OT1

EER: 11.111. Result ID: 699afbfd5698665ec48da358.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b621e209131cea8815f.md>)

Recorded evaluation configuration: {"Countermeasure Model":"AASIST2019","Fine-tuning (FT)":"No"}. This record does not assert independent reproduction.

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