# Audit-endpoint disagreement on PhysioNet EEGMMI R03

Source: [Audit-endpoint disagreement on PhysioNet EEGMMI R03](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03>)

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

Data updated: 2026-06-09T10:34:17.762Z

Evaluation of audit-endpoint disagreement metrics (including L^A, R^M, and AEDS) on the PhysioNet EEGMMI R03 dataset.

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) | PhysioNet EEGMMI R03 |
| Metric | L^A Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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 Score](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=L%5EA%20Score>): Higher is better; unit: PERCENT.

- [R^M (Paper)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=R%5EM%20(Paper)>): Lower is better; unit: PERCENT.

- [R^M (LiRA)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=R%5EM%20(LiRA)>): Lower is better; unit: PERCENT.

- [R^M Score](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=R%5EM%20Score>): Lower is better; unit: PERCENT.

- [AEDS Score](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=AEDS%20Score>): Lower is better; unit: PERCENT.

- [AEDS 95% CI (Lower Bound)](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=AEDS%2095%25%20CI%20(Lower%20Bound)>): Lower is better; unit: PERCENT.

- [P-value](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=P-value>): Lower is better; unit: SCALAR.

- [Endpoint-Only Metric](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=Endpoint-Only%20Metric>): Higher is better; unit: OTHER.

- [AEDS Correlation](<https://www.sota2.com/research/sota/audit-endpoint-disagreement-on-physionet-eegmmi-r03.md?metric=AEDS%20Correlation>): Higher is better; unit: OTHER.

## Recorded results

| Method | L^A Score | Result date | Report paper |
| --- | --- | --- | --- |
| BIOT | 39.9 | Not recorded | 6a279e5690966ade919bf9e7 |
| EEGPT | 38.7 | Not recorded | 6a279e5690966ade919bf9e7 |
| LaBraM | 28.4 | Not recorded | 6a279e5690966ade919bf9e7 |

### BIOT

L^A Score: 39.9. Result ID: 6a27eb58fbc373592c256208.

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

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

### EEGPT

L^A Score: 38.7. Result ID: 6a27eb58fbc373592c25620a.

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

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

### LaBraM

L^A Score: 28.4. Result ID: 6a27eb58fbc373592c256209.

[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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