# Classification Specificity on Open iEEG

Source: [Classification Specificity on Open iEEG](<https://www.sota2.com/research/sota/classification-specificity-on-open-ieeg>)

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

Data updated: 2026-02-26T06:04:38.976Z

Evaluation of model performance on the Classification Specificity task using the Open iEEG 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 | Classification Specificity |
| Dataset (including any stated split) | Open iEEG |
| Metric | Specificity |
| 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

- [Specificity](<https://www.sota2.com/research/sota/classification-specificity-on-open-ieeg.md?metric=Specificity>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Specificity | Result date | Report paper |
| --- | --- | --- | --- |
| SS2LD | 74.9 | Not recorded | 68fa7a141e209131cea80fe8 |
| spkHFO | 70.3 | Not recorded | 68fa7a141e209131cea80fe8 |
| eHFO | 54.3 | Not recorded | 68fa7a141e209131cea80fe8 |

### SS2LD

Specificity: 74.9. Result ID: 698b6c5d7a967eddb76e7559.

[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

Specificity: 70.3. Result ID: 698b6c5d7a967eddb76e7558.

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

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

### eHFO

Specificity: 54.3. Result ID: 698b6c5d7a967eddb76e7557.

[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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