# Aerodynamic coefficient estimation on AirCraft (train)

Source: [Aerodynamic coefficient estimation on AirCraft (train)](<https://www.sota2.com/research/sota/aerodynamic-coefficient-estimation-on-aircraft-train>)

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

Data updated: 2026-02-26T06:01:58.830Z

Evaluation of model performance on estimating aerodynamic coefficients using the training split of the AirCraft dataset, measured by Relative L2 error.

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 | Aerodynamic coefficient estimation |
| Dataset (including any stated split) | AirCraft (train) |
| Metric | Relative L2 Error |
| Unit | SCALAR |
| Direction | Lower 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

- [Relative L2 Error](<https://www.sota2.com/research/sota/aerodynamic-coefficient-estimation-on-aircraft-train.md?metric=Relative%20L2%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Relative L2 Error | Result date | Report paper |
| --- | --- | --- | --- |
| GeoPT | 0.062 | Not recorded | 699e820d6017c4460ffacf43 |
| Transolver++ | 0.064 | Not recorded | 699e820d6017c4460ffacf43 |
| Transolver | 0.083 | Not recorded | 699e820d6017c4460ffacf43 |
| Transolver | 0.092 | Not recorded | 699e820d6017c4460ffacf43 |
| GINO | 0.133 | Not recorded | 699e820d6017c4460ffacf43 |

### GeoPT

Relative L2 Error: 0.062. Result ID: 699eab475698665ec477bdfb.

[Reporting paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

Recorded evaluation configuration: {"Implementation":"Author implementation"}. This record does not assert independent reproduction.

### Transolver++

Relative L2 Error: 0.064. Result ID: 699eab475698665ec477bdf7.

[Reporting paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e71e209131cea6fd13.md>)

Recorded evaluation configuration: {"Implementation":"Reported results"}. This record does not assert independent reproduction.

### Transolver

Relative L2 Error: 0.083. Result ID: 699eab475698665ec477bdfa.

[Reporting paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5bd41e209131ce9cbd98.md>)

Recorded evaluation configuration: {"Implementation":"Author implementation"}. This record does not assert independent reproduction.

### Transolver

Relative L2 Error: 0.092. Result ID: 699eab475698665ec477bdf9.

[Reporting paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5bd41e209131ce9cbd98.md>)

Recorded evaluation configuration: {"Implementation":"Reported results"}. This record does not assert independent reproduction.

### GINO

Relative L2 Error: 0.133. Result ID: 699eab475698665ec477bdf8.

[Reporting paper](<https://www.sota2.com/research/paper/699e820d6017c4460ffacf43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5ad31e209131ce9c3271.md>)

Recorded evaluation configuration: {"Implementation":"Reported results"}. This record does not assert independent reproduction.

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