# Image Classification on EuroSAT geographic (50 regions) (test)

Source: [Image Classification on EuroSAT geographic (50 regions) (test)](<https://www.sota2.com/research/sota/image-classification-on-eurosat-geographic-50-regions-test>)

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

Data updated: 2026-05-07T09:36:41.524Z

Evaluation of Image Classification performance on the specific 'geographic (50 regions)' test split of the EuroSAT dataset.

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 | Image Classification |
| Dataset (including any stated split) | EuroSAT geographic (50 regions) (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-eurosat-geographic-50-regions-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Accuracy (Self)](<https://www.sota2.com/research/sota/image-classification-on-eurosat-geographic-50-regions-test.md?metric=Accuracy%20(Self)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| LNTrust | 96.7 | Not recorded | 69fc1c945497b3b670c88567 |
| FedPAE | 94.8 | Not recorded | 69fc1c945497b3b670c88567 |
| Mean Teacher | 94.7 | Not recorded | 69fc1c945497b3b670c88567 |
| DML | 94.7 | Not recorded | 69fc1c945497b3b670c88567 |
| DESA | 94.6 | Not recorded | 69fc1c945497b3b670c88567 |
| Indep. | 94.2 | Not recorded | 69fc1c945497b3b670c88567 |

### LNTrust

Accuracy: 96.7. Result ID: 69fc5cd547f34ce924df6efb.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### FedPAE

Accuracy: 94.8. Result ID: 69fc5cd547f34ce924df6efa.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa753d1e209131cea66ae9.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Mean Teacher

Accuracy: 94.7. Result ID: 69fc5cd547f34ce924df6ef7.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64481e209131cea03b45.md>)

[Implementation](<https://github.com/CuriousAI/mean-teacher>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DML

Accuracy: 94.7. Result ID: 69fc5cd547f34ce924df6ef8.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636a1e209131ce9fe9b4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DESA

Accuracy: 94.6. Result ID: 69fc5cd547f34ce924df6ef9.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72f9c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Indep.

Accuracy: 94.2. Result ID: 69fc5cd547f34ce924df6ef6.

[Reporting paper](<https://www.sota2.com/research/paper/69fc1c945497b3b670c88567.md>)

Recorded evaluation configuration: {"p value":"0"}. This record does not assert independent reproduction.

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