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

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

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

Data updated: 2026-03-25T11:06:10.890Z

Evaluation of velocity estimation performance on the Wind Tunnel Test Dataset, specifically focusing on zero Angle of Attack (AoA) conditions. Metrics include Mean Absolute Error (MAE) 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 Estimation |
| Dataset (including any stated split) | Wind Tunnel Test Dataset (zero-AoA) |
| Metric | MAE (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

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

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

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

## Recorded results

| Method | MAE (m/s) | Result date | Report paper |
| --- | --- | --- | --- |
| CNN | 2.27 | Not recorded | 69c36c2c0636e5bf4afc661a |
| CNN | 2.68 | Not recorded | 69c36c2c0636e5bf4afc661a |

### CNN

MAE (m/s): 2.27. Result ID: 69c3c0b747f34ce924ad03fb.

[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 (m/s): 2.68. Result ID: 69c3c0b747f34ce924ad03fa.

[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.

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