# Ground-to-Aerial Synthesis on Dayton 256 x 256

Source: [Ground-to-Aerial Synthesis on Dayton 256 x 256](<https://www.sota2.com/research/sota/ground-to-aerial-synthesis-on-dayton-256-x-256>)

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

Data updated: 2026-02-26T06:03:20.667Z

Evaluation of Ground-to-Aerial Image Synthesis performance on the Dayton 256x256 dataset, measured using image quality metrics such as SSIM, PSNR, and SD.

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 | Ground-to-Aerial Synthesis |
| Dataset (including any stated split) | Dayton 256 x 256 |
| Metric | SSIM |
| 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

- [SSIM](<https://www.sota2.com/research/sota/ground-to-aerial-synthesis-on-dayton-256-x-256.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [PSNR](<https://www.sota2.com/research/sota/ground-to-aerial-synthesis-on-dayton-256-x-256.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SD](<https://www.sota2.com/research/sota/ground-to-aerial-synthesis-on-dayton-256-x-256.md?metric=SD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| X-Fork | 27.63 | Not recorded | 68fa661c1e209131cea0e5e2 |
| X-Seq | 27.25 | Not recorded | 68fa661c1e209131cea0e5e2 |
| X-Pix2pix | 26.93 | Not recorded | 68fa661c1e209131cea0e5e2 |
| X-SO | 26.2 | Not recorded | 68fa661c1e209131cea0e5e2 |

### X-Fork

SSIM: 27.63. Result ID: 698cdb508b517eb4331d31bc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Implementation](<https://github.com/kregmi/cross-view-image-synthesis.git>)

Recorded evaluation configuration: {"Direction":"g2a"}. This record does not assert independent reproduction.

### X-Seq

SSIM: 27.25. Result ID: 698cdb508b517eb4331d31bd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Implementation](<https://github.com/kregmi/cross-view-image-synthesis.git>)

Recorded evaluation configuration: {"Direction":"g2a"}. This record does not assert independent reproduction.

### X-Pix2pix

SSIM: 26.93. Result ID: 698cdb508b517eb4331d31ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65151e209131cea0821e.md>)

[Implementation](<https://github.com/phillipi/pix2pix>)

Recorded evaluation configuration: {"Direction":"g2a"}. This record does not assert independent reproduction.

### X-SO

SSIM: 26.2. Result ID: 698cdb508b517eb4331d31bb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa661c1e209131cea0e5e2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62ff1e209131ce9fc22a.md>)

[Implementation](<https://github.com/viibridges/crossnet>)

Recorded evaluation configuration: {"Direction":"g2a"}. This record does not assert independent reproduction.

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