# Underwater Image Enhancement on EUVP 2K unpaired (test)

Source: [Underwater Image Enhancement on EUVP 2K unpaired (test)](<https://www.sota2.com/research/sota/underwater-image-enhancement-on-euvp-2k-unpaired-test>)

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

Data updated: 2026-02-26T06:07:49.558Z

Evaluation of Underwater Image Enhancement performance on the test split of the EUVP 2K unpaired dataset, measured using the UIQM metric.

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 | Underwater Image Enhancement |
| Dataset (including any stated split) | EUVP 2K unpaired (test) |
| Metric | UIQM |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [UIQM](<https://www.sota2.com/research/sota/underwater-image-enhancement-on-euvp-2k-unpaired-test.md?metric=UIQM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | UIQM | Result date | Report paper |
| --- | --- | --- | --- |
| FUnIE-GAN | 2.98 | Not recorded | 68fa67081e209131cea13f3f |
| FUnIE-GAN-UP | 2.81 | Not recorded | 68fa67081e209131cea13f3f |
| UGAN-P | 2.77 | Not recorded | 68fa67081e209131cea13f3f |
| Pix2Pix | 2.76 | Not recorded | 68fa67081e209131cea13f3f |
| Uw-HL | 2.75 | Not recorded | 68fa67081e209131cea13f3f |
| CycleGAN | 2.62 | Not recorded | 68fa67081e209131cea13f3f |
| LS-GAN | 2.59 | Not recorded | 68fa67081e209131cea13f3f |
| Res-WGAN | 2.46 | Not recorded | 68fa67081e209131cea13f3f |
| Mband-EN | 2.34 | Not recorded | 68fa67081e209131cea13f3f |
| Res-GAN | 2.28 | Not recorded | 68fa67081e209131cea13f3f |

### FUnIE-GAN

UIQM: 2.98. Result ID: 698d15e68b517eb4331ee524.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Implementation](<https://github.com/xahidbuffon/funie-gan>)

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

### FUnIE-GAN-UP

UIQM: 2.81. Result ID: 698d15e68b517eb4331ee523.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Implementation](<https://github.com/xahidbuffon/funie-gan>)

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

### UGAN-P

UIQM: 2.77. Result ID: 698d15e68b517eb4331ee521.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63f21e209131cea01bbf.md>)

[Implementation](<https://github.com/cameronfabbri/Underwater-Color-Correction>)

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

### Pix2Pix

UIQM: 2.76. Result ID: 698d15e68b517eb4331ee520.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65151e209131cea0821e.md>)

[Implementation](<https://github.com/phillipi/pix2pix>)

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

### Uw-HL

UIQM: 2.75. Result ID: 698d15e68b517eb4331ee51b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65821e209131cea0aa50.md>)

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

### CycleGAN

UIQM: 2.62. Result ID: 698d15e68b517eb4331ee522.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68351e209131cea1ac7a.md>)

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

### LS-GAN

UIQM: 2.59. Result ID: 698d15e68b517eb4331ee51f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63371e209131ce9fd79a.md>)

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

### Res-WGAN

UIQM: 2.46. Result ID: 698d15e68b517eb4331ee51d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

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

### Mband-EN

UIQM: 2.34. Result ID: 698d15e68b517eb4331ee51c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

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

### Res-GAN

UIQM: 2.28. Result ID: 698d15e68b517eb4331ee51e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67081e209131cea13f3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636e1e209131ce9febda.md>)

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

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