# Image Inpainting on Places (val)

Source: [Image Inpainting on Places (val)](<https://www.sota2.com/research/sota/image-inpainting-on-places-val>)

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

Data updated: 2026-02-26T05:47:56.914Z

Evaluation of image inpainting performance on the validation split of the Places dataset, typically measured using L1 distance and Peak Signal-to-Noise Ratio (PSNR).

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) | Places (val) |
| Metric | L1 Distance |
| Unit | SCALAR |
| Direction | Lower 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

- [L1 Distance](<https://www.sota2.com/research/sota/image-inpainting-on-places-val.md?metric=L1%20Distance>): Lower is better; unit: SCALAR.

- [PSNR (dB)](<https://www.sota2.com/research/sota/image-inpainting-on-places-val.md?metric=PSNR%20(dB)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | L1 Distance | Result date | Report paper |
| --- | --- | --- | --- |
| Partial Conv | 0.0572 | Not recorded | 68fa66911e209131cea10f20 |
| Partial Conv | 0.0596 | Not recorded | 68fa66911e209131cea10f20 |
| Global&Local | 0.06 | Not recorded | 68fa66911e209131cea10f20 |
| Global&Local | 0.0678 | Not recorded | 68fa66911e209131cea10f20 |

### Partial Conv

L1 Distance: 0.0572. Result ID: 698cf8288b517eb4331e0df4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Implementation](<https://github.com/open-mmlab/mmdetection>)

Recorded evaluation configuration: {"upsampling":"CARAFE"}. This record does not assert independent reproduction.

### Partial Conv

L1 Distance: 0.0596. Result ID: 698cf8288b517eb4331e0df2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Implementation](<https://github.com/open-mmlab/mmdetection>)

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

### Global&Local

L1 Distance: 0.06. Result ID: 698cf8288b517eb4331e0df3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Implementation](<https://github.com/open-mmlab/mmdetection>)

Recorded evaluation configuration: {"upsampling":"CARAFE"}. This record does not assert independent reproduction.

### Global&Local

L1 Distance: 0.0678. Result ID: 698cf8288b517eb4331e0df1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66911e209131cea10f20.md>)

[Implementation](<https://github.com/open-mmlab/mmdetection>)

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

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