# Angle of Attack Estimation on Wind Tunnel (test)

Source: [Angle of Attack Estimation on Wind Tunnel (test)](<https://www.sota2.com/research/sota/angle-of-attack-estimation-on-wind-tunnel-test>)

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

Data updated: 2026-03-25T11:06:10.935Z

Evaluation of model performance on estimating the Angle of Attack (AoA) using the test split of the Wind Tunnel dataset, measured by Mean Absolute Error and associated percentile errors.

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 | Angle of Attack Estimation |
| Dataset (including any stated split) | Wind Tunnel (test) |
| Metric | MAE (deg) |
| Unit | SCALAR |
| Direction | Lower 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

- [MAE (deg)](<https://www.sota2.com/research/sota/angle-of-attack-estimation-on-wind-tunnel-test.md?metric=MAE%20(deg)>): Lower is better; unit: SCALAR.

- [P90 Absolute Error (deg)](<https://www.sota2.com/research/sota/angle-of-attack-estimation-on-wind-tunnel-test.md?metric=P90%20Absolute%20Error%20(deg)>): Lower is better; unit: SCALAR.

- [Max Absolute Error (deg)](<https://www.sota2.com/research/sota/angle-of-attack-estimation-on-wind-tunnel-test.md?metric=Max%20Absolute%20Error%20(deg)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MAE (deg) | Result date | Report paper |
| --- | --- | --- | --- |
| CNN | 0.44 | Not recorded | 69c36c2c0636e5bf4afc661a |
| CNN | 0.5 | Not recorded | 69c36c2c0636e5bf4afc661a |

### CNN

MAE (deg): 0.44. Result ID: 69c3c0b747f34ce924ad03fd.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c2c0636e5bf4afc661a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36c2c0636e5bf4afc661a.md>)

Recorded evaluation configuration: {"Post-processing":"Moving-Median"}. This record does not assert independent reproduction.

### CNN

MAE (deg): 0.5. Result ID: 69c3c0b747f34ce924ad03fc.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c2c0636e5bf4afc661a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36c2c0636e5bf4afc661a.md>)

Recorded evaluation configuration: {"Post-processing":"None"}. This record does not assert independent reproduction.

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