# Manifold Curvature Estimation on Parkinson Speech UCI

Source: [Manifold Curvature Estimation on Parkinson Speech UCI](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci>)

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

Data updated: 2026-06-05T10:01:46.853Z

Evaluation of models performing Manifold Curvature Estimation on the Parkinson Speech UCI dataset, reporting statistics like Average K and inference time.

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 | Manifold Curvature Estimation |
| Dataset (including any stated split) | Parkinson Speech UCI |
| Metric | Average K |
| Unit | SCALAR |
| Direction | Higher 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

- [Average K](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci.md?metric=Average%20K>): Higher is better; unit: SCALAR.

- [25th Percentile](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci.md?metric=25th%20Percentile>): Lower is better; unit: SCALAR.

- [Median](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci.md?metric=Median>): Lower is better; unit: SCALAR.

- [75th Percentile](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci.md?metric=75th%20Percentile>): Lower is better; unit: SCALAR.

- [Inference Time (s)](<https://www.sota2.com/research/sota/manifold-curvature-estimation-on-parkinson-speech-uci.md?metric=Inference%20Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Average K | Result date | Report paper |
| --- | --- | --- | --- |
| MeCuCo | 0.0655 | Not recorded | 6a2258b186173ad9c1468cb2 |

### MeCuCo

Average K: 0.0655. Result ID: 6a229e87fbc373592c2142e1.

[Reporting paper](<https://www.sota2.com/research/paper/6a2258b186173ad9c1468cb2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2258b186173ad9c1468cb2.md>)

Recorded evaluation configuration: {"n":"756","m":"753"}. This record does not assert independent reproduction.

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