# Geo-time Aware Image Retrieval on TIGeR 86k (test)

Source: [Geo-time Aware Image Retrieval on TIGeR 86k (test)](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-tiger-86k-test>)

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

Data updated: 2026-03-27T12:28:23.323Z

Evaluation of Geo-time Aware Image Retrieval performance on the test split of the TIGeR 86k dataset, measured using Recall@K metrics.

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-time Aware Image Retrieval |
| Dataset (including any stated split) | TIGeR 86k (test) |
| Metric | Recall@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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@1](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-tiger-86k-test.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-tiger-86k-test.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-tiger-86k-test.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| TIGeR | 3.51 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. w/ CLIP | 2.6 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. | 1.97 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Time-Loc | 0.38 | Not recorded | 69c60ede0636e5bf4afc8330 |
| GT-Loc | 0.34 | Not recorded | 69c60ede0636e5bf4afc8330 |

### TIGeR

Recall@1: 3.51. Result ID: 69c6774d47f34ce924b03ea0.

[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 → I"}. This record does not assert independent reproduction.

### Zhai et al. w/ CLIP

Recall@1: 2.6. Result ID: 69c6774d47f34ce924b03e9d.

[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 → I"}. This record does not assert independent reproduction.

### Zhai et al.

Recall@1: 1.97. Result ID: 69c6774d47f34ce924b03e9c.

[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 → I"}. This record does not assert independent reproduction.

### Time-Loc

Recall@1: 0.38. Result ID: 69c6774d47f34ce924b03e9e.

[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":"It → I"}. This record does not assert independent reproduction.

### GT-Loc

Recall@1: 0.34. Result ID: 69c6774d47f34ce924b03e9f.

[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":"It → I"}. This record does not assert independent reproduction.

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