# Phase recovery on Quadratic phase profiles 13 dB SNR

Source: [Phase recovery on Quadratic phase profiles 13 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-quadratic-phase-profiles-13-db-snr>)

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

Data updated: 2026-04-07T08:06:20.741Z

Evaluation of Phase recovery performance on the Quadratic phase profiles dataset configured at 13 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) | Quadratic phase profiles 13 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-quadratic-phase-profiles-13-db-snr.md?metric=Phase%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Phase Error | Result date | Report paper |
| --- | --- | --- | --- |
| Ours + LS | 0.2 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.254 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.266 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.274 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.35 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.37 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 0.377 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.384 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.398 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 0.445 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.471 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 0.5 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.518 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 0.577 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 0.729 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 0.859 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 0.936 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 1.012 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours + LS | 1.251 | Not recorded | 69d48fa77d0172140ec74443 |
| Ours | 1.342 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.415 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.485 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.485 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Spec | 1.486 | Not recorded | 69d48fa77d0172140ec74443 |
| PnP-FISTA | 1.522 | Not recorded | 69d48fa77d0172140ec74443 |
| WISH | 1.536 | Not recorded | 69d48fa77d0172140ec74443 |
| GD-Rand | 1.539 | Not recorded | 69d48fa77d0172140ec74443 |
| DIP | 1.541 | Not recorded | 69d48fa77d0172140ec74443 |

### Ours + LS

Phase Error: 0.2. Result ID: 69d4bade47f34ce924bc5fd4.

[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

Phase Error: 0.254. Result ID: 69d4bade47f34ce924bc5fd0.

[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: 0.266. Result ID: 69d4bade47f34ce924bc5fbc.

[Reporting 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: 0.274. Result ID: 69d4bade47f34ce924bc5fd3.

[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

Phase Error: 0.35. Result ID: 69d4bade47f34ce924bc5fcf.

[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-Spec

Phase Error: 0.37. Result ID: 69d4bade47f34ce924bc5fc0.

[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.

### WISH

Phase Error: 0.377. Result ID: 69d4bade47f34ce924bc5fc8.

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

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

### GD-Spec

Phase Error: 0.384. Result ID: 69d4bade47f34ce924bc5fbf.

[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.

### PnP-FISTA

Phase Error: 0.398. Result ID: 69d4bade47f34ce924bc5fc4.

[Reporting 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: 0.445. Result ID: 69d4bade47f34ce924bc5fd2.

[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.

### GD-Rand

Phase Error: 0.471. Result ID: 69d4bade47f34ce924bc5fbb.

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

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

### WISH

Phase Error: 0.5. Result ID: 69d4bade47f34ce924bc5fc7.

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

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

### PnP-FISTA

Phase Error: 0.518. Result ID: 69d4bade47f34ce924bc5fc3.

[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: 0.577. Result ID: 69d4bade47f34ce924bc5fce.

[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.

### GD-Rand

Phase Error: 0.729. Result ID: 69d4bade47f34ce924bc5fba.

[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: 0.859. Result ID: 69d4bade47f34ce924bc5fbe.

[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: 0.936. Result ID: 69d4bade47f34ce924bc5fc2.

[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: 1.012. Result ID: 69d4bade47f34ce924bc5fc6.

[Reporting 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: 1.251. Result ID: 69d4bade47f34ce924bc5fd1.

[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.

### Ours

Phase Error: 1.342. Result ID: 69d4bade47f34ce924bc5fcd.

[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.

### DIP

Phase Error: 1.415. Result ID: 69d4bade47f34ce924bc5fcc.

[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: 1.485. Result ID: 69d4bade47f34ce924bc5fca.

[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.

### DIP

Phase Error: 1.485. Result ID: 69d4bade47f34ce924bc5fcb.

[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: 1.486. Result ID: 69d4bade47f34ce924bc5fbd.

[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.

### PnP-FISTA

Phase Error: 1.522. Result ID: 69d4bade47f34ce924bc5fc1.

[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: 1.536. Result ID: 69d4bade47f34ce924bc5fc5.

[Reporting 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: 1.539. Result ID: 69d4bade47f34ce924bc5fb9.

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

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

### DIP

Phase Error: 1.541. Result ID: 69d4bade47f34ce924bc5fc9.

[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.

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