# Multivariate Time Series Classification on KickvsPunch (Accuracy)

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

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

Data updated: 2026-02-26T05:27:29.659Z

Evaluation of Multivariate Time Series Classification performance on the KickvsPunch dataset, measured using Accuracy.

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) | KickvsPunch |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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/multivariate-time-series-classification-on-kickvspunch-accuracy.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| gRSF | 100 | Not recorded | 68fa64c11e209131cea0652a |
| WEASEL+MUSE | 100 | Not recorded | 68fa64c11e209131cea0652a |
| MLSTM-FCN | 100 | Not recorded | 68fa65ff1e209131cea0dd82 |
| MALSTM-FCN | 100 | Not recorded | 68fa65ff1e209131cea0dd82 |
| SOTA \[27\] | 100 | Not recorded | 68fa65ff1e209131cea0dd82 |
| mvARF | 97.6 | Not recorded | 68fa64c11e209131cea0652a |
| ARKernel | 92.7 | Not recorded | 68fa64c11e209131cea0652a |
| LPS | 90 | Not recorded | 68fa64c11e209131cea0652a |
| MLSTM-FCN | 90 | Not recorded | 68fa64c11e209131cea0652a |
| LSTM-FCN | 90 | Not recorded | 68fa65ff1e209131cea0dd82 |
| ALSTM-FCN | 90 | Not recorded | 68fa65ff1e209131cea0dd82 |
| SMTS | 82 | Not recorded | 68fa64c11e209131cea0652a |
| DTWi | 60 | Not recorded | 68fa64c11e209131cea0652a |

### gRSF

Accuracy: 100. Result ID: 698c8c0a0b614d12cff17f0a.

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

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

### WEASEL+MUSE

Accuracy: 100. Result ID: 698c8c0a0b614d12cff17f0c.

[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.

### MLSTM-FCN

Accuracy: 100. Result ID: 698cd7268b517eb4331d1a23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Implementation](<https://github.com/houshd/MLSTM-FCN>)

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

### MALSTM-FCN

Accuracy: 100. Result ID: 698cd7268b517eb4331d1a25.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Implementation](<https://github.com/houshd/MLSTM-FCN>)

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

### SOTA \[27\]

Accuracy: 100. Result ID: 698cd7268b517eb4331d1a26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.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.

### mvARF

Accuracy: 97.6. Result ID: 698c8c0a0b614d12cff17f07.

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

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

### ARKernel

Accuracy: 92.7. Result ID: 698c8c0a0b614d12cff17f09.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d171e209131cea91790.md>)

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

### LPS

Accuracy: 90. Result ID: 698c8c0a0b614d12cff17f06.

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

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

### MLSTM-FCN

Accuracy: 90. Result ID: 698c8c0a0b614d12cff17f0b.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Implementation](<https://github.com/houshd/MLSTM-FCN>)

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

### LSTM-FCN

Accuracy: 90. Result ID: 698cd7268b517eb4331d1a22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64241e209131cea02d56.md>)

[Implementation](<https://github.com/houshd/LSTM-FCN>)

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

### ALSTM-FCN

Accuracy: 90. Result ID: 698cd7268b517eb4331d1a24.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65ff1e209131cea0dd82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64241e209131cea02d56.md>)

[Implementation](<https://github.com/houshd/LSTM-FCN>)

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

### SMTS

Accuracy: 82. Result ID: 698c8c0a0b614d12cff17f05.

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

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

### DTWi

Accuracy: 60. Result ID: 698c8c0a0b614d12cff17f08.

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

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

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