# Phase Recovery on Random phase recovery 22 dB SNR

Source: [Phase Recovery on Random phase recovery 22 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-random-phase-recovery-22-db-snr>)

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

Data updated: 2026-04-07T08:06:20.843Z

Evaluation of Phase Recovery performance on the 'Random phase recovery' dataset variant configured with 22 dB SNR, measured using Phase error.

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 Recovery |
| Dataset (including any stated split) | Random phase recovery 22 dB SNR |
| Metric | Phase Error |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 28 of 28 |
| 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

- [Phase Error](<https://www.sota2.com/research/sota/phase-recovery-on-random-phase-recovery-22-db-snr.md?metric=Phase%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Phase Error | Result date | Report paper |
| --- | --- | --- | --- |
| GD-Rand | 0.043 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.073 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.079 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.094 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.107 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.121 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.138 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.148 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.156 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.158 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 0.285 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.364 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.425 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.449 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 0.453 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.492 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.505 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.659 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.691 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.735 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 0.854 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.384 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.423 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.447 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 1.481 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.495 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 1.511 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 1.519 | Not recorded | 69d48fa77d0172140ec74443 |

### GD-Rand

Phase Error: 0.043. Result ID: 69d4bade47f34ce924bc6002.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### Ours

Phase Error: 0.073. Result ID: 69d4bade47f34ce924bc6016.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### GD-Rand

Phase Error: 0.079. Result ID: 69d4bade47f34ce924bc6001.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### Ours

Phase Error: 0.094. Result ID: 69d4bade47f34ce924bc6015.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### Ours + LS

Phase Error: 0.107. Result ID: 69d4bade47f34ce924bc601a.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### Ours + LS

Phase Error: 0.121. Result ID: 69d4bade47f34ce924bc6019.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### GD-Rand

Phase Error: 0.138. Result ID: 69d4bade47f34ce924bc6000.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### GD-Spec

Phase Error: 0.148. Result ID: 69d4bade47f34ce924bc6006.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa51f81e209131ce9773a7.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### Ours

Phase Error: 0.156. Result ID: 69d4bade47f34ce924bc6014.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### Ours + LS

Phase Error: 0.158. Result ID: 69d4bade47f34ce924bc6018.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### WISH

Phase Error: 0.285. Result ID: 69d4bade47f34ce924bc600e.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### PnP-FISTA

Phase Error: 0.364. Result ID: 69d4bade47f34ce924bc600a.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### PnP-FISTA

Phase Error: 0.425. Result ID: 69d4bade47f34ce924bc6009.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### GD-Spec

Phase Error: 0.449. Result ID: 69d4bade47f34ce924bc6005.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa51f81e209131ce9773a7.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### WISH

Phase Error: 0.453. Result ID: 69d4bade47f34ce924bc600d.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### Ours + LS

Phase Error: 0.492. Result ID: 69d4bade47f34ce924bc6017.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### GD-Rand

Phase Error: 0.505. Result ID: 69d4bade47f34ce924bc5fff.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### Ours

Phase Error: 0.659. Result ID: 69d4bade47f34ce924bc6013.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### GD-Spec

Phase Error: 0.691. Result ID: 69d4bade47f34ce924bc6004.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa51f81e209131ce9773a7.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### PnP-FISTA

Phase Error: 0.735. Result ID: 69d4bade47f34ce924bc6008.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### WISH

Phase Error: 0.854. Result ID: 69d4bade47f34ce924bc600c.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### DIP

Phase Error: 1.384. Result ID: 69d4bade47f34ce924bc6012.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67891e209131cea16bed.md>)

Recorded evaluation configuration: {"#Meas.":"64"}. This record does not assert independent reproduction.

### DIP

Phase Error: 1.423. Result ID: 69d4bade47f34ce924bc600f.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67891e209131cea16bed.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### DIP

Phase Error: 1.447. Result ID: 69d4bade47f34ce924bc6011.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67891e209131cea16bed.md>)

Recorded evaluation configuration: {"#Meas.":"32"}. This record does not assert independent reproduction.

### GD-Spec

Phase Error: 1.481. Result ID: 69d4bade47f34ce924bc6003.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa51f81e209131ce9773a7.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### DIP

Phase Error: 1.495. Result ID: 69d4bade47f34ce924bc6010.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67891e209131cea16bed.md>)

Recorded evaluation configuration: {"#Meas.":"16"}. This record does not assert independent reproduction.

### PnP-FISTA

Phase Error: 1.511. Result ID: 69d4bade47f34ce924bc6007.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

### WISH

Phase Error: 1.519. Result ID: 69d4bade47f34ce924bc600b.

[Reporting paper](<https://www.sota2.com/research/paper/69d48fa77d0172140ec74443.md>)

Recorded evaluation configuration: {"#Meas.":"8"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
