# Image Inpainting (Center 50% x 50%) on Places2

Source: [Image Inpainting (Center 50% x 50%) on Places2](<https://www.sota2.com/research/sota/image-inpainting-center-50-percent-x-50-percent-on-places2>)

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

Data updated: 2026-02-26T05:44:15.544Z

Evaluation of image inpainting performance on the Places2 dataset using a 50% center mask, measured using FID and IS.

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 (Center 50% x 50%) |
| Dataset (including any stated split) | Places2 |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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

- [FID](<https://www.sota2.com/research/sota/image-inpainting-center-50-percent-x-50-percent-on-places2.md?metric=FID>): Lower is better; unit: SCALAR.

- [IS](<https://www.sota2.com/research/sota/image-inpainting-center-50-percent-x-50-percent-on-places2.md?metric=IS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| CoModGAN | 7.13 | Not recorded | 68fa6bc61e209131cea303c7 |
| MaskGIT | 7.92 | Not recorded | 68fa6bc61e209131cea303c7 |
| DeepFill | 11.51 | Not recorded | 68fa6bc61e209131cea303c7 |
| ICT | 13.63 | Not recorded | 68fa6bc61e209131cea303c7 |
| HiFill | 16.6 | Not recorded | 68fa6bc61e209131cea303c7 |

### CoModGAN

FID: 7.13. Result ID: 698ea2fdffc3901de09f588f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69961e209131cea22ddd.md>)

[Implementation](<https://github.com/zsyzzsoft/co-mod-gan>)

Recorded evaluation configuration: {"Resolution":"512x512"}. This record does not assert independent reproduction.

### MaskGIT

FID: 7.92. Result ID: 698ea2fdffc3901de09f5890.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

Recorded evaluation configuration: {"Resolution":"512x512"}. This record does not assert independent reproduction.

### DeepFill

FID: 11.51. Result ID: 698ea2fdffc3901de09f588c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66941e209131cea1110d.md>)

[Implementation](<https://github.com/JiahuiYu/generative_inpainting>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### ICT

FID: 13.63. Result ID: 698ea2fdffc3901de09f588d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa699c1e209131cea230d4.md>)

[Implementation](<https://www.sota2.com/raywzy.com/ICT>)

Recorded evaluation configuration: {"Resolution":"256x256","Training Data":"Subset of Places2"}. This record does not assert independent reproduction.

### HiFill

FID: 16.6. Result ID: 698ea2fdffc3901de09f588e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bc61e209131cea303c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67941e209131cea17235.md>)

[Implementation](<https://www.sota2.com/Atlas200dk/sample-imageinpainting-HiFill>)

Recorded evaluation configuration: {"Resolution":"512x512"}. This record does not assert independent reproduction.

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