# Surgical Outcome Prediction on Open iEEG (test)

Source: [Surgical Outcome Prediction on Open iEEG (test)](<https://www.sota2.com/research/sota/surgical-outcome-prediction-on-open-ieeg-test>)

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

Data updated: 2026-02-26T05:27:02.815Z

Evaluation of models predicting surgical outcomes using the test split of the Open iEEG dataset, measured using metrics like ACC and F1.

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 | Surgical Outcome Prediction |
| Dataset (including any stated split) | Open iEEG (test) |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/surgical-outcome-prediction-on-open-ieeg-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/surgical-outcome-prediction-on-open-ieeg-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SS2LD | 61.2 | Not recorded | 68fa7a141e209131cea80fe8 |
| spkHFO | 59.4 | Not recorded | 68fa7a141e209131cea80fe8 |
| eHFO | 53.8 | Not recorded | 68fa7a141e209131cea80fe8 |

### SS2LD

Accuracy: 61.2. Result ID: 698b6c5d7a967eddb76e7556.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a141e209131cea80fe8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a141e209131cea80fe8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### spkHFO

Accuracy: 59.4. Result ID: 698b6c5d7a967eddb76e7555.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a141e209131cea80fe8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### eHFO

Accuracy: 53.8. Result ID: 698b6c5d7a967eddb76e7554.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a141e209131cea80fe8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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