# Worldwide Geo-localization on GWS15k (test)

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

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

Data updated: 2026-02-26T06:05:41.904Z

Evaluation of Worldwide Geo-localization performance on the test split of the GWS 15k 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 | Worldwide Geo-localization |
| Dataset (including any stated split) | GWS15k (test) |
| Metric | Success Rate (Street 1km) |
| 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

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

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

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

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

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

## Recorded results

| Method | Success Rate (Street 1km) | 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

Success Rate (Street 1km): 70. Result ID: 6991a2213a6c314849098704.

[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

Success Rate (Street 1km): 60. Result ID: 6991a2213a6c314849098705.

[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

Success Rate (Street 1km): 50. Result ID: 6991a2213a6c314849098703.

[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

Success Rate (Street 1km): 5. Result ID: 6991a2213a6c314849098702.

[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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