# Image Classification on GeoImageNet (test)

Source: [Image Classification on GeoImageNet (test)](<https://www.sota2.com/research/sota/image-classification-on-geoimagenet-test>)

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

Data updated: 2026-02-26T06:06:38.404Z

Evaluation of Image Classification performance on the test split of the GeoImageNet dataset, measured using Top-1 and Top-5 Accuracy.

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) | GeoImageNet (test) |
| Metric | Top-1 Acc |
| Unit | PERCENT |
| Direction | Higher 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

- [Top-1 Acc](<https://www.sota2.com/research/sota/image-classification-on-geoimagenet-test.md?metric=Top-1%20Acc>): Higher is better; unit: PERCENT.

- [Top-5 Acc](<https://www.sota2.com/research/sota/image-classification-on-geoimagenet-test.md?metric=Top-5%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Acc | Result date | Report paper |
| --- | --- | --- | --- |
| MoCo-V2+Geo | 39.96 | Not recorded | 68fa6bf01e209131cea31076 |
| MoCo-V2 | 38.51 | Not recorded | 68fa6bf01e209131cea31076 |
| Sup. Learning (Scratch) | 35.04 | Not recorded | 68fa6bf01e209131cea31076 |
| Geoloc. Learning | 22.26 | Not recorded | 68fa6bf01e209131cea31076 |

### MoCo-V2+Geo

Top-1 Acc: 39.96. Result ID: 698ea9a6ffc3901de09f9324.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Implementation](<https://www.sota2.com/geography-aware-ssl.github.io>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

### MoCo-V2

Top-1 Acc: 38.51. Result ID: 698ea9a6ffc3901de09f9323.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67371e209131cea14e30.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

### Sup. Learning (Scratch)

Top-1 Acc: 35.04. Result ID: 698ea9a6ffc3901de09f9321.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

### Geoloc. Learning

Top-1 Acc: 22.26. Result ID: 698ea9a6ffc3901de09f9322.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

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