# Multivariate Time Series Classification on WalkvsRun

Source: [Multivariate Time Series Classification on WalkvsRun](<https://www.sota2.com/research/sota/multivariate-time-series-classification-on-walkvsrun>)

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

Data updated: 2026-02-26T06:01:56.714Z

Evaluation of Multivariate Time Series Classification performance on the WalkvsRun dataset, focusing on inference latency metrics.

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 | Multivariate Time Series Classification |
| Dataset (including any stated split) | WalkvsRun |
| Metric | Relative Inference Time |
| Unit | SCALAR |
| Direction | Lower 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

- [Relative Inference Time](<https://www.sota2.com/research/sota/multivariate-time-series-classification-on-walkvsrun.md?metric=Relative%20Inference%20Time>): Lower is better; unit: SCALAR.

- [Absolute Inference Time (ms)](<https://www.sota2.com/research/sota/multivariate-time-series-classification-on-walkvsrun.md?metric=Absolute%20Inference%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Relative Inference Time | Result date | Report paper |
| --- | --- | --- | --- |
| DTWi | 0.3 | Not recorded | 68fa64c11e209131cea0652a |
| WEASEL+MUSE | 1 | Not recorded | 68fa64c11e209131cea0652a |

### DTWi

Relative Inference Time: 0.3. Result ID: 698c8c0a0b614d12cff17ed3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64c11e209131cea0652a.md>)

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

### WEASEL+MUSE

Relative Inference Time: 1. Result ID: 698c8c0a0b614d12cff17ed4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64c11e209131cea0652a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c11e209131cea0652a.md>)

[Implementation](<https://www2.informatik.hu-berlin.de/~schaefpa/muse/>)

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

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