# Gesture Recognition on Northwestern University dataset

Source: [Gesture Recognition on Northwestern University dataset](<https://www.sota2.com/research/sota/gesture-recognition-on-northwestern-university-dataset>)

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

Data updated: 2026-02-26T05:27:25.090Z

Evaluation of Gesture Recognition performance on the Northwestern University 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 | Gesture Recognition |
| Dataset (including any stated split) | Northwestern University dataset |
| 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/gesture-recognition-on-northwestern-university-dataset.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Liu and Shao | 96.1 | Not recorded | 68fa654e1e209131cea097d5 |
| Shen et al. | 95.8 | Not recorded | 68fa654e1e209131cea097d5 |

### Liu and Shao

Accuracy: 96.1. Result ID: 698ca5af3ce6cd2163e11184.

[Reporting paper](<https://www.sota2.com/research/paper/68fa654e1e209131cea097d5.md>)

Recorded evaluation configuration: {"Methods":"Genetic Programming"}. This record does not assert independent reproduction.

### Shen et al.

Accuracy: 95.8. Result ID: 698ca5af3ce6cd2163e11185.

[Reporting paper](<https://www.sota2.com/research/paper/68fa654e1e209131cea097d5.md>)

Recorded evaluation configuration: {"Methods":"Motion Divergence fields"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
