# Velocity Magnitude Estimation on Wind Tunnel Test Dataset (nonzero-AoA)

Source: [Velocity Magnitude Estimation on Wind Tunnel Test Dataset (nonzero-AoA)](<https://www.sota2.com/research/sota/velocity-magnitude-estimation-on-wind-tunnel-test-dataset-nonzero-aoa>)

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

Data updated: 2026-03-25T11:06:10.979Z

Evaluation of velocity magnitude estimation performance on the Wind Tunnel Test Dataset under nonzero Angle of Attack (AoA) conditions, measured using Mean Absolute Error and 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 | Velocity Magnitude Estimation |
| Dataset (including any stated split) | Wind Tunnel Test Dataset (nonzero-AoA) |
| Metric | Mean Absolute Error (m/s) |
| 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

- [Mean Absolute Error (m/s)](<https://www.sota2.com/research/sota/velocity-magnitude-estimation-on-wind-tunnel-test-dataset-nonzero-aoa.md?metric=Mean%20Absolute%20Error%20(m%2Fs)>): Lower is better; unit: SCALAR.

- [90th Percentile Absolute Error (m/s)](<https://www.sota2.com/research/sota/velocity-magnitude-estimation-on-wind-tunnel-test-dataset-nonzero-aoa.md?metric=90th%20Percentile%20Absolute%20Error%20(m%2Fs)>): Lower is better; unit: SCALAR.

- [Max Absolute Error (m/s)](<https://www.sota2.com/research/sota/velocity-magnitude-estimation-on-wind-tunnel-test-dataset-nonzero-aoa.md?metric=Max%20Absolute%20Error%20(m%2Fs)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean Absolute Error (m/s) | Result date | Report paper |
| --- | --- | --- | --- |
| CNN | 1.9 | Not recorded | 69c36c2c0636e5bf4afc661a |
| CNN | 2.82 | Not recorded | 69c36c2c0636e5bf4afc661a |

### CNN

Mean Absolute Error (m/s): 1.9. Result ID: 69c3c0b747f34ce924ad03ff.

[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

Mean Absolute Error (m/s): 2.82. Result ID: 69c3c0b747f34ce924ad03fe.

[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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