# Geo-Localization on GWS15k (test)

Source: [Geo-Localization on GWS15k (test)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test>)

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

Data updated: 2026-02-26T06:03:10.192Z

Evaluation of Geo-localization performance on the test split of the GWS15k dataset, reporting success rates at distance thresholds corresponding to Street (1km), City (25km), Region (200km), Country (750km), and Continent (2500km).

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 | Geo-Localization |
| Dataset (including any stated split) | GWS15k (test) |
| Metric | SR @ 1km (Street) |
| 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

- [SR @ 1km (Street)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test.md?metric=SR%20%40%201km%20(Street)>): Higher is better; unit: PERCENT.

- [SR @ 25km (City)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test.md?metric=SR%20%40%2025km%20(City)>): Higher is better; unit: PERCENT.

- [SR @ 200km (Region)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test.md?metric=SR%20%40%20200km%20(Region)>): Higher is better; unit: PERCENT.

- [SR @ 750km (Country)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test.md?metric=SR%20%40%20750km%20(Country)>): Higher is better; unit: PERCENT.

- [SR @ 2500km (Continent)](<https://www.sota2.com/research/sota/geo-localization-on-gws15k-test.md?metric=SR%20%40%202500km%20(Continent)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SR @ 1km (Street) | Result date | Report paper |
| --- | --- | --- | --- |
| GeoDecoder | 70 | Not recorded | 68fa713c1e209131cea4ff8e |
| GeoCLIP | 60 | Not recorded | 68fa713c1e209131cea4ff8e |
| Translocator | 50 | Not recorded | 68fa713c1e209131cea4ff8e |
| ISNs | 5 | Not recorded | 68fa713c1e209131cea4ff8e |

### GeoDecoder

SR @ 1km (Street): 70. Result ID: 6991a2213a6c314849098700.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713c1e209131cea4ff8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41cc4.md>)

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

### GeoCLIP

SR @ 1km (Street): 60. Result ID: 6991a2213a6c314849098701.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713c1e209131cea4ff8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa713c1e209131cea4ff8e.md>)

[Implementation](<https://vicentevivan.github.io/GeoCLIP>)

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

### Translocator

SR @ 1km (Street): 50. Result ID: 6991a2213a6c3148490986ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713c1e209131cea4ff8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d141e209131cea37817.md>)

[Implementation](<https://github.com/ShramanPramanick/Transformer_Based_Geo-localization>)

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

### ISNs

SR @ 1km (Street): 5. Result ID: 6991a2213a6c3148490986fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa713c1e209131cea4ff8e.md>)

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

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