# Phase Retrieval on ImageNet (val)

Source: [Phase Retrieval on ImageNet (val)](<https://www.sota2.com/research/sota/phase-retrieval-on-imagenet-val>)

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

Data updated: 2026-05-15T06:59:07.290Z

Evaluation of Phase Retrieval models on the validation split of the standard ImageNet dataset, measured using PSNR, SSIM, LPIPS, and Residual.

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 | Phase Retrieval |
| Dataset (including any stated split) | ImageNet (val) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [PSNR](<https://www.sota2.com/research/sota/phase-retrieval-on-imagenet-val.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/phase-retrieval-on-imagenet-val.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/phase-retrieval-on-imagenet-val.md?metric=LPIPS>): Lower is better; unit: PERCENT.

- [Residual Error](<https://www.sota2.com/research/sota/phase-retrieval-on-imagenet-val.md?metric=Residual%20Error>): Lower is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DAPS | 20.23 | Not recorded | 68fa78b61e209131cea79f57 |
| DDiff | 18.54 | Not recorded | 68fa78b61e209131cea79f57 |
| DPS | 16.03 | Not recorded | 68fa78b61e209131cea79f57 |
| RED-diff | 13.89 | Not recorded | 68fa78b61e209131cea79f57 |
| DCDP | 11.63 | Not recorded | 68fa78b61e209131cea79f57 |
| DiffPIR | 9.61 | Not recorded | 68fa78b61e209131cea79f57 |

### DAPS

PSNR: 20.23. Result ID: 6a06c43747f34ce924edd093.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea84481.md>)

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

### DDiff

PSNR: 18.54. Result ID: 6a06c43747f34ce924edd092.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

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

### DPS

PSNR: 16.03. Result ID: 6a06c43747f34ce924edd094.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adbc.md>)

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

### RED-diff

PSNR: 13.89. Result ID: 6a06c43747f34ce924edd097.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5af61e209131ce9c4296.md>)

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

### DCDP

PSNR: 11.63. Result ID: 6a06c43747f34ce924edd096.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa792f1e209131cea7c791.md>)

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

### DiffPIR

PSNR: 9.61. Result ID: 6a06c43747f34ce924edd095.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f5a1e209131cea45311.md>)

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

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