# Human Activity Recognition on WiFi HAR (test)

Source: [Human Activity Recognition on WiFi HAR (test)](<https://www.sota2.com/research/sota/human-activity-recognition-on-wifi-har-test>)

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

Data updated: 2026-02-26T05:27:35.794Z

Evaluation of Human Activity Recognition performance using the test split of the WiFi HAR dataset, typically measured by 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 | Human Activity Recognition |
| Dataset (including any stated split) | WiFi HAR (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/human-activity-recognition-on-wifi-har-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| IIMT | 60.6 | Not recorded | 68fa66e71e209131cea130d0 |
| DIRT-T | 53 | Not recorded | 68fa66e71e209131cea130d0 |
| VADA | 52 | Not recorded | 68fa66e71e209131cea130d0 |
| DANN | 38.7 | Not recorded | 68fa66e71e209131cea130d0 |
| Source-Only | 36.4 | Not recorded | 68fa66e71e209131cea130d0 |

### IIMT

Accuracy: 60.6. Result ID: 698d100f8b517eb4331eb7c1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

Recorded evaluation configuration: {"Domain Transfer":"Room A → Room B"}. This record does not assert independent reproduction.

### DIRT-T

Accuracy: 53. Result ID: 698d100f8b517eb4331eb7c0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02d71.md>)

Recorded evaluation configuration: {"Domain Transfer":"Room A → Room B"}. This record does not assert independent reproduction.

### VADA

Accuracy: 52. Result ID: 698d100f8b517eb4331eb7bf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64251e209131cea02d71.md>)

Recorded evaluation configuration: {"Domain Transfer":"Room A → Room B"}. This record does not assert independent reproduction.

### DANN

Accuracy: 38.7. Result ID: 698d100f8b517eb4331eb7be.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa627d1e209131ce9f988d.md>)

Recorded evaluation configuration: {"Domain Transfer":"Room A → Room B"}. This record does not assert independent reproduction.

### Source-Only

Accuracy: 36.4. Result ID: 698d100f8b517eb4331eb7bd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66e71e209131cea130d0.md>)

Recorded evaluation configuration: {"Domain Transfer":"Room A → Room B"}. This record does not assert independent reproduction.

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