# Hardware-induced Blur Removal on T-OLED

Source: [Hardware-induced Blur Removal on T-OLED](<https://www.sota2.com/research/sota/hardware-induced-blur-removal-on-t-oled>)

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

Data updated: 2026-02-26T05:56:04.293Z

Evaluation of image deblurring performance specifically targeting hardware-induced blur using the T-OLED 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 | Hardware-induced Blur Removal |
| Dataset (including any stated split) | T-OLED |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/hardware-induced-blur-removal-on-t-oled.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/hardware-induced-blur-removal-on-t-oled.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| FSI | 38.6 | Not recorded | 68fa72f91e209131cea59ae7 |
| MISC Filter | 38.42 | Not recorded | 68fa72f91e209131cea59ae7 |
| BNUDC | 38.22 | Not recorded | 68fa72f91e209131cea59ae7 |
| RDUNet | 38.13 | Not recorded | 68fa72f91e209131cea59ae7 |
| UDC-UNet | 38.1 | Not recorded | 68fa72f91e209131cea59ae7 |
| ResUNet | 37.95 | Not recorded | 68fa72f91e209131cea59ae7 |
| PDCRN | 37.83 | Not recorded | 68fa72f91e209131cea59ae7 |
| MSUNet | 37.4 | Not recorded | 68fa72f91e209131cea59ae7 |
| DAGF | 36.49 | Not recorded | 68fa72f91e209131cea59ae7 |

### FSI

PSNR: 38.6. Result ID: 6992a6223a6c31484910641e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

Recorded evaluation configuration: {"RT(s)":0.07,"#P(M)":3.8}. This record does not assert independent reproduction.

### MISC Filter

PSNR: 38.42. Result ID: 6992a6223a6c31484910641f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Implementation](<https://github.com/ChengxuLiu/MISCFilter>)

Recorded evaluation configuration: {"RT(s)":0.05,"#P(M)":5.6}. This record does not assert independent reproduction.

### BNUDC

PSNR: 38.22. Result ID: 6992a6223a6c31484910641d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

Recorded evaluation configuration: {"RT(s)":0.08,"#P(M)":4.6}. This record does not assert independent reproduction.

### RDUNet

PSNR: 38.13. Result ID: 6992a6223a6c31484910641b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

Recorded evaluation configuration: {"RT(s)":0.53,"#P(M)":47.9}. This record does not assert independent reproduction.

### UDC-UNet

PSNR: 38.1. Result ID: 6992a6223a6c31484910641c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d6d1e209131cea39c66.md>)

Recorded evaluation configuration: {"RT(s)":0.3,"#P(M)":5.7}. This record does not assert independent reproduction.

### ResUNet

PSNR: 37.95. Result ID: 6992a6223a6c31484910641a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

Recorded evaluation configuration: {"RT(s)":0.43,"#P(M)":16.5}. This record does not assert independent reproduction.

### PDCRN

PSNR: 37.83. Result ID: 6992a6223a6c314849106419.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68661e209131cea1bd09.md>)

Recorded evaluation configuration: {"RT(s)":0.08,"#P(M)":4.7}. This record does not assert independent reproduction.

### MSUNet

PSNR: 37.4. Result ID: 6992a6223a6c314849106417.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69791e209131cea2245f.md>)

Recorded evaluation configuration: {"RT(s)":0.08,"#P(M)":8.9}. This record does not assert independent reproduction.

### DAGF

PSNR: 36.49. Result ID: 6992a6223a6c314849106418.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa684b1e209131cea1b2e3.md>)

Recorded evaluation configuration: {"RT(s)":1.12,"#P(M)":1.1}. This record does not assert independent reproduction.

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