# Geo-time Aware Image Retrieval on CVT

Source: [Geo-time Aware Image Retrieval on CVT](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-cvt>)

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

Data updated: 2026-03-27T12:28:23.362Z

Evaluation of Geo-time Aware Image Retrieval performance on the CVT dataset, measured using Recall@K metrics (R@1, R@5, R@10).

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) | CVT |
| Metric | R@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

- [R@1](<https://www.sota2.com/research/sota/geo-time-aware-image-retrieval-on-cvt.md?metric=R%401>): Higher is better; unit: PERCENT.

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

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

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| GT-Loc | 16.45 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Time-Loc | 15.23 | Not recorded | 69c60ede0636e5bf4afc8330 |
| TIGeR | 14.55 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. w/ CLIP | 2.95 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. | 0.45 | Not recorded | 69c60ede0636e5bf4afc8330 |

### GT-Loc

R@1: 16.45. Result ID: 69c6774d47f34ce924b03ea4.

[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.

### Time-Loc

R@1: 15.23. Result ID: 69c6774d47f34ce924b03ea3.

[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.

### TIGeR

R@1: 14.55. Result ID: 69c6774d47f34ce924b03ea5.

[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

R@1: 2.95. Result ID: 69c6774d47f34ce924b03ea2.

[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.

R@1: 0.45. Result ID: 69c6774d47f34ce924b03ea1.

[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.

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