# Inpainting on LSUN Church 256x256 (test)

Source: [Inpainting on LSUN Church 256x256 (test)](<https://www.sota2.com/research/sota/inpainting-on-lsun-church-256x256-test>)

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

Data updated: 2026-05-08T07:57:14.631Z

Evaluation of image inpainting performance on the test split of the LSUN Church dataset at 256x256 resolution, typically measured using LPIPS and FID.

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 | Inpainting |
| Dataset (including any stated split) | LSUN Church 256x256 (test) |
| Metric | LPIPS |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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

- [LPIPS](<https://www.sota2.com/research/sota/inpainting-on-lsun-church-256x256-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/inpainting-on-lsun-church-256x256-test.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | LPIPS | Result date | Report paper |
| --- | --- | --- | --- |
| LCDM-BAOAB | 0.0973 | Not recorded | 69fd6de75497b3b670c89293 |
| DDNM | 0.1156 | Not recorded | 69fd6de75497b3b670c89293 |

### LCDM-BAOAB

LPIPS: 0.0973. Result ID: 69fd966447f34ce924e05e02.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6de75497b3b670c89293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69fd6de75497b3b670c89293.md>)

Recorded evaluation configuration: {"Mask":"Fixed"}. This record does not assert independent reproduction.

### DDNM

LPIPS: 0.1156. Result ID: 69fd966447f34ce924e05e01.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6de75497b3b670c89293.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e201e209131cea3dfb9.md>)

[Implementation](<https://github.com/wyhuai/DDNM>)

Recorded evaluation configuration: {"Mask":"Fixed"}. This record does not assert independent reproduction.

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