# Non-Uniformity Correction on IRBFD syn

Source: [Non-Uniformity Correction on IRBFD syn](<https://www.sota2.com/research/sota/non-uniformity-correction-on-irbfd-syn>)

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

Data updated: 2026-02-26T05:56:22.947Z

Evaluation of Non-Uniformity Correction performance on the IRBFD synthetic dataset, typically measured using PSNR and SSIM.

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 | Non-Uniformity Correction |
| Dataset (including any stated split) | IRBFD syn |
| 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/non-uniformity-correction-on-irbfd-syn.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/non-uniformity-correction-on-irbfd-syn.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| UniCD | 31.961 | Not recorded | 68fa77e31e209131cea75d36 |
| DMRN | 24.467 | Not recorded | 68fa77e31e209131cea75d36 |
| Liu | 16.8 | Not recorded | 68fa77e31e209131cea75d36 |
| Shi | 13.974 | Not recorded | 68fa77e31e209131cea75d36 |
| AHBC | 13.954 | Not recorded | 68fa77e31e209131cea75d36 |
| TV-DIP | 13.397 | Not recorded | 68fa77e31e209131cea75d36 |

### UniCD

PSNR: 31.961. Result ID: 6995718a3badfaffe666f95c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

[Implementation](<https://github.com/IVPLaboratory/UniCD>)

Recorded evaluation configuration: {"Strategy":"Union"}. This record does not assert independent reproduction.

### DMRN

PSNR: 24.467. Result ID: 6995718a3badfaffe666f958.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

Recorded evaluation configuration: {"Strategy":"Separate","Pub' Year":"GRSL'19"}. This record does not assert independent reproduction.

### Liu

PSNR: 16.8. Result ID: 6995718a3badfaffe666f957.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

Recorded evaluation configuration: {"Strategy":"Separate","Pub' Year":"IPT'16"}. This record does not assert independent reproduction.

### Shi

PSNR: 13.974. Result ID: 6995718a3badfaffe666f959.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

Recorded evaluation configuration: {"Strategy":"Separate","Pub' Year":"AO'22"}. This record does not assert independent reproduction.

### AHBC

PSNR: 13.954. Result ID: 6995718a3badfaffe666f95b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

Recorded evaluation configuration: {"Strategy":"Separate","Pub' Year":"TGRS'24"}. This record does not assert independent reproduction.

### TV-DIP

PSNR: 13.397. Result ID: 6995718a3badfaffe666f95a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e31e209131cea75d36.md>)

Recorded evaluation configuration: {"Strategy":"Separate","Pub' Year":"IPT'23"}. This record does not assert independent reproduction.

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