# Geo-localization on TIGeR 86k (test)

Source: [Geo-localization on TIGeR 86k (test)](<https://www.sota2.com/research/sota/geo-localization-on-tiger-86k-test>)

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

Data updated: 2026-03-27T12:28:23.246Z

Evaluation of Geo-localization performance on the test split of the TIGeR 86k dataset, reporting Recall at 200km and 750km thresholds.

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) | TIGeR 86k (test) |
| Metric | Recall@200km |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Recall@200km](<https://www.sota2.com/research/sota/geo-localization-on-tiger-86k-test.md?metric=Recall%40200km>): Higher is better; unit: PERCENT.

- [Recall@750km](<https://www.sota2.com/research/sota/geo-localization-on-tiger-86k-test.md?metric=Recall%40750km>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@200km | Result date | Report paper |
| --- | --- | --- | --- |
| TIGeR | 48.63 | Not recorded | 69c60ede0636e5bf4afc8330 |
| TIGeR | 48.34 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. w/ CLIP | 28.83 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. w/ CLIP | 28.58 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. | 22.05 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. | 21.99 | Not recorded | 69c60ede0636e5bf4afc8330 |
| GeoCLIP | 21.58 | Not recorded | 69c60ede0636e5bf4afc8330 |
| GT-Loc | 21.07 | Not recorded | 69c60ede0636e5bf4afc8330 |

### TIGeR

Recall@200km: 48.63. Result ID: 69c6774d47f34ce924b03e90.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

Recorded evaluation configuration: {"Retrieval":"I -\> l"}. This record does not assert independent reproduction.

### TIGeR

Recall@200km: 48.34. Result ID: 69c6774d47f34ce924b03e93.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

Recorded evaluation configuration: {"Retrieval":"It -\> l"}. This record does not assert independent reproduction.

### Zhai et al. w/ CLIP

Recall@200km: 28.83. Result ID: 69c6774d47f34ce924b03e92.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"It -\> l"}. This record does not assert independent reproduction.

### Zhai et al. w/ CLIP

Recall@200km: 28.58. Result ID: 69c6774d47f34ce924b03e8d.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"I -\> l"}. This record does not assert independent reproduction.

### Zhai et al.

Recall@200km: 22.05. Result ID: 69c6774d47f34ce924b03e8c.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"I -\> l"}. This record does not assert independent reproduction.

### Zhai et al.

Recall@200km: 21.99. Result ID: 69c6774d47f34ce924b03e91.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"It -\> l"}. This record does not assert independent reproduction.

### GeoCLIP

Recall@200km: 21.58. Result ID: 69c6774d47f34ce924b03e8e.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

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

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

Recorded evaluation configuration: {"Retrieval":"I -\> l"}. This record does not assert independent reproduction.

### GT-Loc

Recall@200km: 21.07. Result ID: 69c6774d47f34ce924b03e8f.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a321e209131cea81ad8.md>)

Recorded evaluation configuration: {"Retrieval":"I -\> l"}. This record does not assert independent reproduction.

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