# Seizure Prediction on Dataset 1 Dogs American Epilepsy Society (AES) Seizure Prediction Challenge (test)

Source: [Seizure Prediction on Dataset 1 Dogs American Epilepsy Society (AES) Seizure Prediction Challenge (test)](<https://www.sota2.com/research/sota/seizure-prediction-on-dataset-1-dogs-american-epilepsy-society-aes-seizure-prediction-challenge-test>)

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

Data updated: 2026-02-26T05:41:14.653Z

Evaluation of seizure prediction performance on the test split of the American Epilepsy Society (AES) Seizure Prediction Challenge dataset, reporting AUC metrics for four individual dogs.

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 | Seizure Prediction |
| Dataset (including any stated split) | Dataset 1 Dogs American Epilepsy Society (AES) Seizure Prediction Challenge (test) |
| Metric | Dog 1 AUC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Dog 1 AUC](<https://www.sota2.com/research/sota/seizure-prediction-on-dataset-1-dogs-american-epilepsy-society-aes-seizure-prediction-challenge-test.md?metric=Dog%201%20AUC>): Higher is better; unit: SCALAR.

- [Dog 2 AUC](<https://www.sota2.com/research/sota/seizure-prediction-on-dataset-1-dogs-american-epilepsy-society-aes-seizure-prediction-challenge-test.md?metric=Dog%202%20AUC>): Higher is better; unit: SCALAR.

- [Dog 3 AUC](<https://www.sota2.com/research/sota/seizure-prediction-on-dataset-1-dogs-american-epilepsy-society-aes-seizure-prediction-challenge-test.md?metric=Dog%203%20AUC>): Higher is better; unit: SCALAR.

- [Dog 4 AUC](<https://www.sota2.com/research/sota/seizure-prediction-on-dataset-1-dogs-american-epilepsy-society-aes-seizure-prediction-challenge-test.md?metric=Dog%204%20AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Dog 1 AUC | Result date | Report paper |
| --- | --- | --- | --- |
| winning solution \[22\] | 0.938 | Not recorded | 68fa5f491e209131ce9e8bb4 |
| Proposed Method | 0.798 | Not recorded | 68fa5f491e209131ce9e8bb4 |

### winning solution \[22\]

Dog 1 AUC: 0.938. Result ID: 698bc0bb7a967eddb7711b8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

Recorded evaluation configuration: {"Run selection":"Leaderboard score"}. This record does not assert independent reproduction.

### Proposed Method

Dog 1 AUC: 0.798. Result ID: 698bc0bb7a967eddb7711b8a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

Recorded evaluation configuration: {"Topology":"Topology 2","Run selection":"Best-performing run"}. This record does not assert independent reproduction.

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