# Pressure estimation on NASA-CRM 105 train samples (test)

Source: [Pressure estimation on NASA-CRM 105 train samples (test)](<https://www.sota2.com/research/sota/pressure-estimation-on-nasa-crm-105-train-samples-test>)

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

Data updated: 2026-02-26T05:51:11.685Z

Evaluation of pressure estimation performance using the test split of the NASA-CRM 105 dataset, reporting MSE and Mean Absolute Error (Mean AE).

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 | Pressure estimation |
| Dataset (including any stated split) | NASA-CRM 105 train samples (test) |
| Metric | MSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [MSE](<https://www.sota2.com/research/sota/pressure-estimation-on-nasa-crm-105-train-samples-test.md?metric=MSE>): Lower is better; unit: SCALAR.

- [MAE](<https://www.sota2.com/research/sota/pressure-estimation-on-nasa-crm-105-train-samples-test.md?metric=MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MSE | Result date | Report paper |
| --- | --- | --- | --- |
| GeoPT | 0.010722 | Not recorded | 699e820d6017c4460ffacf43 |
| Transolver | 0.011246 | Not recorded | 699e820d6017c4460ffacf43 |
| GAOT | 0.07717 | Not recorded | 699e820d6017c4460ffacf43 |
| GINO | 0.105688 | Not recorded | 699e820d6017c4460ffacf43 |

### GeoPT

MSE: 0.010722. Result ID: 699eab475698665ec477bdff.

[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":"re-implemented by authors","normalized\_evaluation":"true"}. This record does not assert independent reproduction.

### Transolver

MSE: 0.011246. Result ID: 699eab475698665ec477bdfe.

[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":"re-implemented by authors","normalized\_evaluation":"true"}. This record does not assert independent reproduction.

### GAOT

MSE: 0.07717. Result ID: 699eab475698665ec477bdfc.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa78de1e209131cea7ae77.md>)

Recorded evaluation configuration: {"implementation":"results from original paper","normalized\_evaluation":"true"}. This record does not assert independent reproduction.

### GINO

MSE: 0.105688. Result ID: 699eab475698665ec477bdfd.

[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":"results from original paper","normalized\_evaluation":"true"}. This record does not assert independent reproduction.

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