# Single-image Motion Deblurring on GoPro 28 (test)

Source: [Single-image Motion Deblurring on GoPro 28 (test)](<https://www.sota2.com/research/sota/single-image-motion-deblurring-on-gopro-28-test>)

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

Data updated: 2026-02-26T05:55:38.167Z

Evaluation of Single-image motion deblurring performance on the test split of the GoPro 28 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 | Single-image Motion Deblurring |
| Dataset (including any stated split) | GoPro 28 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 14 of 14 |
| 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/single-image-motion-deblurring-on-gopro-28-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/single-image-motion-deblurring-on-gopro-28-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Restormer-Local | 33.57 | Not recorded | 68fa6d351e209131cea386dc |
| MPRNet-Local | 33.31 | Not recorded | 68fa6d351e209131cea386dc |
| HINet-Local | 33.08 | Not recorded | 68fa6d351e209131cea386dc |
| Restormer | 32.92 | Not recorded | 68fa6d351e209131cea386dc |
| HINet | 32.71 | Not recorded | 68fa6d351e209131cea386dc |
| MPRNet | 32.66 | Not recorded | 68fa6d351e209131cea386dc |
| IPT | 32.52 | Not recorded | 68fa6d351e209131cea386dc |
| MIMO-UNet+ | 32.45 | Not recorded | 68fa6d351e209131cea386dc |
| SPAIR | 32.06 | Not recorded | 68fa6d351e209131cea386dc |
| Suin et al. | 31.85 | Not recorded | 68fa6d351e209131cea386dc |
| DMPHN | 31.2 | Not recorded | 68fa6d351e209131cea386dc |
| MT-RNN | 31.15 | Not recorded | 68fa6d351e209131cea386dc |
| DBGAN | 31.1 | Not recorded | 68fa6d351e209131cea386dc |
| Gao et al. | 30.9 | Not recorded | 68fa6d351e209131cea386dc |

### Restormer-Local

PSNR: 33.57. Result ID: 698f83b03a6c314849f9903e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Implementation](<https://github.com/megvii-research/tlc>)

Recorded evaluation configuration: {"TLC":true,"local window size":"384 x 384"}. This record does not assert independent reproduction.

### MPRNet-Local

PSNR: 33.31. Result ID: 698f83b03a6c314849f9903c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Implementation](<https://github.com/megvii-research/tlc>)

Recorded evaluation configuration: {"TLC":true,"local window size":"384 x 384"}. This record does not assert independent reproduction.

### HINet-Local

PSNR: 33.08. Result ID: 698f83b03a6c314849f9903a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Implementation](<https://github.com/megvii-research/tlc>)

Recorded evaluation configuration: {"TLC":true,"local window size":"384 x 384"}. This record does not assert independent reproduction.

### Restormer

PSNR: 32.92. Result ID: 698f83b03a6c314849f9903d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

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

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

Recorded evaluation configuration: {"TLC":false}. This record does not assert independent reproduction.

### HINet

PSNR: 32.71. Result ID: 698f83b03a6c314849f99039.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c7d1e209131cea34489.md>)

[Implementation](<https://github.com/megvii-model/HINet>)

Recorded evaluation configuration: {"TLC":false}. This record does not assert independent reproduction.

### MPRNet

PSNR: 32.66. Result ID: 698f83b03a6c314849f9903b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

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

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

Recorded evaluation configuration: {"TLC":false}. This record does not assert independent reproduction.

### IPT

PSNR: 32.52. Result ID: 698f83b03a6c314849f99038.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b321e209131cea2cc1e.md>)

[Implementation](<https://github.com/huawei-noah/Pretrained-IPT>)

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

### MIMO-UNet+

PSNR: 32.45. Result ID: 698f83b03a6c314849f99037.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad31e209131cea2a948.md>)

[Implementation](<https://github.com/chosj95/MIMO-UNet>)

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

### SPAIR

PSNR: 32.06. Result ID: 698f83b03a6c314849f99036.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d9d.md>)

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

### Suin et al.

PSNR: 31.85. Result ID: 698f83b03a6c314849f99035.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa675a1e209131cea15c3e.md>)

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

### DMPHN

PSNR: 31.2. Result ID: 698f83b03a6c314849f99034.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa659e1e209131cea0b443.md>)

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

### MT-RNN

PSNR: 31.15. Result ID: 698f83b03a6c314849f99033.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66aa1e209131cea11801.md>)

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

### DBGAN

PSNR: 31.1. Result ID: 698f83b03a6c314849f99032.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67751e209131cea166b2.md>)

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

### Gao et al.

PSNR: 30.9. Result ID: 698f83b03a6c314849f99031.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea386dc.md>)

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

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