# Image Deraining on Rain100L (PSNR, SSIM, LPIPS, FID)

Source: [Image Deraining on Rain100L (PSNR, SSIM, LPIPS, FID)](<https://www.sota2.com/research/sota/image-deraining-on-rain100l-psnr-ssim-lpips-fid>)

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

Data updated: 2026-02-26T05:56:11.189Z

Evaluation of image deraining models on the Rain100L dataset, measured by PSNR, SSIM, LPIPS, and FID.

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 | Image Deraining |
| Dataset (including any stated split) | Rain100L |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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/image-deraining-on-rain100l-psnr-ssim-lpips-fid.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-deraining-on-rain100l-psnr-ssim-lpips-fid.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/image-deraining-on-rain100l-psnr-ssim-lpips-fid.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/image-deraining-on-rain100l-psnr-ssim-lpips-fid.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| GOUB | 39.79 | Not recorded | 68fa73461e209131cea5b792 |
| IRSDE | 38.3 | Not recorded | 68fa73461e209131cea5b792 |
| MAXIM | 38.06 | Not recorded | 68fa73461e209131cea5b792 |
| DA-RCOT | 37.87 | Not recorded | 68fa75841e209131cea6854f |
| PRENET | 37.48 | Not recorded | 68fa73461e209131cea5b792 |
| RCOT | 36.88 | Not recorded | 68fa75841e209131cea6854f |
| PromptIR | 36.17 | Not recorded | 68fa75841e209131cea6854f |
| DA-CLIP | 35.65 | Not recorded | 68fa75841e209131cea6854f |
| IDR | 35.63 | Not recorded | 68fa75841e209131cea6854f |
| Restormer | 34.81 | Not recorded | 68fa75841e209131cea6854f |
| IR-SDE | 34.12 | Not recorded | 68fa75841e209131cea6854f |
| DA-RCOT | 33.19 | Not recorded | 68fa75841e209131cea6854f |
| MPRNet | 33.12 | Not recorded | 68fa75841e209131cea6854f |
| AirNet | 32.98 | Not recorded | 68fa75841e209131cea6854f |
| RCOT | 32.83 | Not recorded | 68fa75841e209131cea6854f |
| OTUR | 30.86 | Not recorded | 68fa75841e209131cea6854f |
| WGAN-GP | 30.45 | Not recorded | 68fa75841e209131cea6854f |
| CycleGAN | 22.67 | Not recorded | 68fa75841e209131cea6854f |
| DL | 21.96 | Not recorded | 68fa75841e209131cea6854f |

### GOUB

PSNR: 39.79. Result ID: 6992b53c3a6c31484910e5e2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b792.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b792.md>)

[Implementation](<https://github.com/Hammour-steak/GOUB>)

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

### IRSDE

PSNR: 38.3. Result ID: 6992b53c3a6c31484910e5e1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b792.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f961e209131cea46793.md>)

[Implementation](<https://github.com/Algolzw/image-restoration-sde>)

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

### MAXIM

PSNR: 38.06. Result ID: 6992b53c3a6c31484910e5e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b792.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c9a.md>)

[Implementation](<https://github.com/google-research/maxim>)

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

### DA-RCOT

PSNR: 37.87. Result ID: 6993b99e3a6c314849181598.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Implementation](<https://github.com/xl-tang3/DA-RCOT>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### PRENET

PSNR: 37.48. Result ID: 6992b53c3a6c31484910e5df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b792.md>)

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

### RCOT

PSNR: 36.88. Result ID: 6993b99e3a6c314849181597.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73271e209131cea5aba4.md>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### PromptIR

PSNR: 36.17. Result ID: 6993b99e3a6c314849181595.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe31e209131cea47ee5.md>)

[Implementation](<https://github.com/va1shn9v/PromptIR>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### DA-CLIP

PSNR: 35.65. Result ID: 6993b99e3a6c314849181596.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72541e209131cea55a82.md>)

[Implementation](<https://github.com/Algolzw/daclip-uir>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### IDR

PSNR: 35.63. Result ID: 6993b99e3a6c314849181594.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### Restormer

PSNR: 34.81. Result ID: 6993b99e3a6c314849181590.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfc1e209131cea316e3.md>)

[Implementation](<https://github.com/swz30/Restormer>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### IR-SDE

PSNR: 34.12. Result ID: 6993b99e3a6c314849181591.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f961e209131cea46793.md>)

[Implementation](<https://github.com/Algolzw/image-restoration-sde>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### DA-RCOT

PSNR: 33.19. Result ID: 6993b99e3a6c31484918158e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Implementation](<https://github.com/xl-tang3/DA-RCOT>)

Recorded evaluation configuration: {"setting":"unpaired"}. This record does not assert independent reproduction.

### MPRNet

PSNR: 33.12. Result ID: 6993b99e3a6c31484918158f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69971e209131cea22e7c.md>)

[Implementation](<https://github.com/swz30/MPRNet>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### AirNet

PSNR: 32.98. Result ID: 6993b99e3a6c314849181593.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

### RCOT

PSNR: 32.83. Result ID: 6993b99e3a6c31484918158d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73271e209131cea5aba4.md>)

Recorded evaluation configuration: {"setting":"unpaired"}. This record does not assert independent reproduction.

### OTUR

PSNR: 30.86. Result ID: 6993b99e3a6c31484918158c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c6a1e209131cea33f82.md>)

Recorded evaluation configuration: {"setting":"unpaired"}. This record does not assert independent reproduction.

### WGAN-GP

PSNR: 30.45. Result ID: 6993b99e3a6c31484918158b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63f01e209131cea01a61.md>)

Recorded evaluation configuration: {"setting":"unpaired"}. This record does not assert independent reproduction.

### CycleGAN

PSNR: 22.67. Result ID: 6993b99e3a6c31484918158a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

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

Recorded evaluation configuration: {"setting":"unpaired"}. This record does not assert independent reproduction.

### DL

PSNR: 21.96. Result ID: 6993b99e3a6c314849181592.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75841e209131cea6854f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66151e209131cea0e322.md>)

Recorded evaluation configuration: {"setting":"paired"}. This record does not assert independent reproduction.

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