# Action Classification on Tactile foot signals dataset unseen subjects (test)

Source: [Action Classification on Tactile foot signals dataset unseen subjects (test)](<https://www.sota2.com/research/sota/action-classification-on-tactile-foot-signals-dataset-unseen-subjects-test>)

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

Data updated: 2026-03-30T06:50:51.510Z

Evaluation of Action Classification performance using the 'unseen subjects (test)' split of the Tactile foot signals dataset, reporting 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 | Action Classification |
| Dataset (including any stated split) | Tactile foot signals dataset unseen subjects (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher 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

- [Accuracy](<https://www.sota2.com/research/sota/action-classification-on-tactile-foot-signals-dataset-unseen-subjects-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SCOTTI | 90.06 | Not recorded | 69ca039b0636e5bf4afc9406 |
| STAT | 84.56 | Not recorded | 69ca039b0636e5bf4afc9406 |

### SCOTTI

Accuracy: 90.06. Result ID: 69ca1d4047f34ce924b22924.

[Reporting paper](<https://www.sota2.com/research/paper/69ca039b0636e5bf4afc9406.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ca039b0636e5bf4afc9406.md>)

Recorded evaluation configuration: {"multi\_task":"true"}. This record does not assert independent reproduction.

### STAT

Accuracy: 84.56. Result ID: 69ca1d4047f34ce924b22923.

[Reporting paper](<https://www.sota2.com/research/paper/69ca039b0636e5bf4afc9406.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72f71e209131cea59978.md>)

Recorded evaluation configuration: {"specialized\_for":"Action Classification"}. This record does not assert independent reproduction.

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