# Satellite-to-Street-View Synthesis on Satellite-to-Street-View Disaster Dataset

Source: [Satellite-to-Street-View Synthesis on Satellite-to-Street-View Disaster Dataset](<https://www.sota2.com/research/sota/satellite-to-street-view-synthesis-on-satellite-to-street-view-disaster-dataset>)

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

Data updated: 2026-03-24T13:14:50.644Z

Evaluation of image synthesis performance transforming satellite imagery into corresponding street-level views using metrics focused on structural accuracy and realism on the Satellite-to-Street-View Disaster Dataset.

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 | Satellite-to-Street-View Synthesis |
| Dataset (including any stated split) | Satellite-to-Street-View Disaster Dataset |
| Metric | Structural Fidelity |
| Unit | SCALAR |
| 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

- [Structural Fidelity](<https://www.sota2.com/research/sota/satellite-to-street-view-synthesis-on-satellite-to-street-view-disaster-dataset.md?metric=Structural%20Fidelity>): Higher is better; unit: SCALAR.

- [Damage Accuracy](<https://www.sota2.com/research/sota/satellite-to-street-view-synthesis-on-satellite-to-street-view-disaster-dataset.md?metric=Damage%20Accuracy>): Higher is better; unit: SCALAR.

- [Realism Score](<https://www.sota2.com/research/sota/satellite-to-street-view-synthesis-on-satellite-to-street-view-disaster-dataset.md?metric=Realism%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Structural Fidelity | Result date | Report paper |
| --- | --- | --- | --- |
| SD1.5 + ControlNet + VLM | 1.88 | Not recorded | 69c21a660636e5bf4afc465d |
| Disaster-MoE | 1.61 | Not recorded | 69c21a660636e5bf4afc465d |
| SD1.5 + ControlNet | 1.43 | Not recorded | 69c21a660636e5bf4afc465d |
| Pix2Pix | 1.26 | Not recorded | 69c21a660636e5bf4afc465d |

### SD1.5 + ControlNet + VLM

Structural Fidelity: 1.88. Result ID: 69c28d5947f34ce924aabffb.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

Recorded evaluation configuration: {"Base Model":"Stable Diffusion 1.5","Control":"ControlNet","Guidance":"VLM"}. This record does not assert independent reproduction.

### Disaster-MoE

Structural Fidelity: 1.61. Result ID: 69c28d5947f34ce924aabffc.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

Recorded evaluation configuration: {"Architecture":"Mixture-of-Experts"}. This record does not assert independent reproduction.

### SD1.5 + ControlNet

Structural Fidelity: 1.43. Result ID: 69c28d5947f34ce924aabffa.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

Recorded evaluation configuration: {"Base Model":"Stable Diffusion 1.5","Control":"ControlNet"}. This record does not assert independent reproduction.

### Pix2Pix

Structural Fidelity: 1.26. Result ID: 69c28d5947f34ce924aabff9.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a660636e5bf4afc465d.md>)

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

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