# Skeleton-Based Human Activity Recognition on NTU RGB+D

Source: [Skeleton-Based Human Activity Recognition on NTU RGB+D](<https://www.sota2.com/research/sota/skeleton-based-human-activity-recognition-on-ntu-rgb-plus-d>)

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

Data updated: 2026-04-16T07:13:28.871Z

Evaluation of skeleton-based human activity recognition models on the NTU RGB+D dataset, focusing on qualitative aspects such as interpretability, model complexity, and real-time suitability.

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 | Skeleton-Based Human Activity Recognition |
| Dataset (including any stated split) | NTU RGB+D |
| Metric | Interpretability |
| Unit | OTHER |
| Direction | Higher is better |
| Results loaded | 0 of 0 |
| 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

- [Interpretability](<https://www.sota2.com/research/sota/skeleton-based-human-activity-recognition-on-ntu-rgb-plus-d.md?metric=Interpretability>): Higher is better; unit: OTHER.

- [Model Complexity](<https://www.sota2.com/research/sota/skeleton-based-human-activity-recognition-on-ntu-rgb-plus-d.md?metric=Model%20Complexity>): Lower is better; unit: SIZE.

- [Inference Latency](<https://www.sota2.com/research/sota/skeleton-based-human-activity-recognition-on-ntu-rgb-plus-d.md?metric=Inference%20Latency>): Lower is better; unit: TIME.

## Recorded results

| Method | Interpretability | Result date | Report paper |
| --- | --- | --- | --- |

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