# Audit-endpoint disagreement on Sleep-EDF 13

Source: [Audit-endpoint disagreement on Sleep-EDF 13](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13>)

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

Data updated: 2026-06-09T10:34:17.957Z

Evaluation of model performance on the Audit-endpoint disagreement task using the Sleep-EDF 13 dataset, reporting specialized metrics like L^A, R^M, and AEDS.

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 | Audit-endpoint disagreement |
| Dataset (including any stated split) | Sleep-EDF 13 |
| Metric | $L^A$ |
| Unit | SCALAR |
| Direction | Lower 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

- [$L^A$](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=%24L%5EA%24>): Lower is better; unit: SCALAR.

- [$R^M$ (Paper)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=%24R%5EM%24%20(Paper)>): Lower is better; unit: SCALAR.

- [$R^M$ (LiRA)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=%24R%5EM%24%20(LiRA)>): Lower is better; unit: SCALAR.

- [$R^M$](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=%24R%5EM%24>): Lower is better; unit: SCALAR.

- [AEDS](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=AEDS>): Lower is better; unit: SCALAR.

- [AEDS (95% CI)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=AEDS%20(95%25%20CI)>): Lower is better; unit: SCALAR.

- [p-value](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=p-value>): Lower is better; unit: SCALAR.

- [Endpoint-only Metric](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=Endpoint-only%20Metric>): Higher is better; unit: SCALAR.

- [AEDS Correlation](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-sleep-edf-13.md?metric=AEDS%20Correlation>): Higher is better; unit: SCALAR.

## Recorded results

| Method | $L^A$ | Result date | Report paper |
| --- | --- | --- | --- |
| LaBraM | 0.45 | Not recorded | 6a279e5690966ade919bf9e7 |

### LaBraM

$L^A$: 0.45. Result ID: 6a27eb58fbc373592c25620f.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5690966ade919bf9e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73711e209131cea5c83d.md>)

Recorded evaluation configuration: {"Model":"LaBraM"}. This record does not assert independent reproduction.

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