# Cross-View Single-Object Geo-Localization on CVOGL-SVI (val)

Source: [Cross-View Single-Object Geo-Localization on CVOGL-SVI (val)](<https://www.sota2.com/research/sota/cross-view-single-object-geo-localization-on-cvogl-svi-val>)

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

Data updated: 2026-03-17T08:50:24.434Z

Evaluation of Cross-View Single-Object Geo-Localization performance on the validation split of the CVOGL-SVI dataset, measured using accuracy metrics (acc@0.25, acc@0.5).

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 | Cross-View Single-Object Geo-Localization |
| Dataset (including any stated split) | CVOGL-SVI (val) |
| Metric | Accuracy@0.25 |
| 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

- [Accuracy@0.25](<https://www.sota2.com/research/sota/cross-view-single-object-geo-localization-on-cvogl-svi-val.md?metric=Accuracy%400.25>): Higher is better; unit: PERCENT.

- [Accuracy@0.5](<https://www.sota2.com/research/sota/cross-view-single-object-geo-localization-on-cvogl-svi-val.md?metric=Accuracy%400.5>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy@0.25 | Result date | Report paper |
| --- | --- | --- | --- |
| MOGeo | 49.51 | Not recorded | 69b8dff00636e5bf4afbe89d |
| VAGeo | 47.56 | Not recorded | 69b8dff00636e5bf4afbe89d |
| DetGeo | 46.7 | Not recorded | 69b8dff00636e5bf4afbe89d |
| GeoDTR | 31.53 | Not recorded | 69b8dff00636e5bf4afbe89d |
| TransGeo | 21.67 | Not recorded | 69b8dff00636e5bf4afbe89d |
| Sample4Geo | 11.48 | Not recorded | 69b8dff00636e5bf4afbe89d |
| FRGeo | 7.8 | Not recorded | 69b8dff00636e5bf4afbe89d |
| CVM-Net | 5.09 | Not recorded | 69b8dff00636e5bf4afbe89d |

### MOGeo

Accuracy@0.25: 49.51. Result ID: 69b9150d47f34ce924a1b932.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

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

### VAGeo

Accuracy@0.25: 47.56. Result ID: 69b9150d47f34ce924a1b931.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa768c1e209131cea6da41.md>)

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

### DetGeo

Accuracy@0.25: 46.7. Result ID: 69b9150d47f34ce924a1b930.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

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

### GeoDTR

Accuracy@0.25: 31.53. Result ID: 69b9150d47f34ce924a1b92e.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476b5.md>)

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

### TransGeo

Accuracy@0.25: 21.67. Result ID: 69b9150d47f34ce924a1b92c.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c301e209131cea32b82.md>)

[Implementation](<https://github.com/Jeff-Zilence/TransGeo2022>)

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

### Sample4Geo

Accuracy@0.25: 11.48. Result ID: 69b9150d47f34ce924a1b92f.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70781e209131cea4b474.md>)

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

### FRGeo

Accuracy@0.25: 7.8. Result ID: 69b9150d47f34ce924a1b92d.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

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

### CVM-Net

Accuracy@0.25: 5.09. Result ID: 69b9150d47f34ce924a1b92b.

[Reporting paper](<https://www.sota2.com/research/paper/69b8dff00636e5bf4afbe89d.md>)

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

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