# Image Inpainting on Pedunculated Polyp Medical Expert

Source: [Image Inpainting on Pedunculated Polyp Medical Expert](<https://www.sota2.com/research/sota/image-inpainting-on-pedunculated-polyp-medical-expert>)

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

Data updated: 2026-04-14T08:14:20.882Z

Evaluation of image inpainting performance on the Pedunculated Polyp Medical Expert dataset, measured using MOS (Mean Opinion Score).

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 Inpainting |
| Dataset (including any stated split) | Pedunculated Polyp Medical Expert |
| Metric | MOS |
| 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

- [MOS](<https://www.sota2.com/research/sota/image-inpainting-on-pedunculated-polyp-medical-expert.md?metric=MOS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MOS | Result date | Report paper |
| --- | --- | --- | --- |
| PrefPaint | 3.545 | Not recorded | 68fa79b41e209131cea7efea |
| SD2i | 2.045 | Not recorded | 68fa79b41e209131cea7efea |
| DreamBooth | 1.955 | Not recorded | 68fa79b41e209131cea7efea |
| SDi (base) | 1.636 | Not recorded | 68fa79b41e209131cea7efea |

### PrefPaint

MOS: 3.545. Result ID: 69ddf75947f34ce924c54cbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b41e209131cea7efea.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b41e209131cea7efea.md>)

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

### SD2i

MOS: 2.045. Result ID: 69ddf75947f34ce924c54cba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b41e209131cea7efea.md>)

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

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

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

### DreamBooth

MOS: 1.955. Result ID: 69ddf75947f34ce924c54cb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b41e209131cea7efea.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec31e209131cea41d81.md>)

[Implementation](<https://dreambooth.github.io/>)

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

### SDi (base)

MOS: 1.636. Result ID: 69ddf75947f34ce924c54cb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b41e209131cea7efea.md>)

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

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

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

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