# Image Recovery on BDD100K 400 structured VOA samples

Source: [Image Recovery on BDD100K 400 structured VOA samples](<https://www.sota2.com/research/sota/image-recovery-on-bdd100k-400-structured-voa-samples>)

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

Data updated: 2026-07-08T06:57:19.848Z

Evaluation of image recovery performance using a specific subset (400 structured VOA samples) of the BDD100K dataset, measured using metrics like SSIM, PSNR, F1, Recall, and mAP50.

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 | Image Recovery |
| Dataset (including any stated split) | BDD100K 400 structured VOA samples |
| Metric | SSIM |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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/image-recovery-on-bdd100k-400-structured-voa-samples.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [PSNR](<https://www.sota2.com/research/sota/image-recovery-on-bdd100k-400-structured-voa-samples.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [F1 Score](<https://www.sota2.com/research/sota/image-recovery-on-bdd100k-400-structured-voa-samples.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/image-recovery-on-bdd100k-400-structured-voa-samples.md?metric=Recall>): Higher is better; unit: PERCENT.

- [mAP@50](<https://www.sota2.com/research/sota/image-recovery-on-bdd100k-400-structured-voa-samples.md?metric=mAP%4050>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| Stable Diffusion | 73.1 | Not recorded | 6a4dd9af4da6617fe9198c08 |

### Stable Diffusion

SSIM: 73.1. Result ID: 6a4df4c460b88bb339d6a128.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd9af4da6617fe9198c08.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

Recorded evaluation configuration: {"Time":"8610ms"}. This record does not assert independent reproduction.

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