# Image Deblurring on NTIRE Image Deblurring Challenge Track 2 REDS 300 2021 (dev)

Source: [Image Deblurring on NTIRE Image Deblurring Challenge Track 2 REDS 300 2021 (dev)](<https://www.sota2.com/research/sota/image-deblurring-on-ntire-image-deblurring-challenge-track-2-reds-300-2021-dev>)

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

Data updated: 2026-02-26T05:55:35.708Z

Evaluation of Image Deblurring performance on the development split of the NTIRE 2021 Image Deblurring Challenge Track 2 (REDS 300 subset), measured using PSNR, SSIM, and rank.

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 Deblurring |
| Dataset (including any stated split) | NTIRE Image Deblurring Challenge Track 2 REDS 300 2021 (dev) |
| Metric | PSNR |
| 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

- [PSNR](<https://www.sota2.com/research/sota/image-deblurring-on-ntire-image-deblurring-challenge-track-2-reds-300-2021-dev.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-deblurring-on-ntire-image-deblurring-challenge-track-2-reds-300-2021-dev.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [Rank](<https://www.sota2.com/research/sota/image-deblurring-on-ntire-image-deblurring-challenge-track-2-reds-300-2021-dev.md?metric=Rank>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| HINet | 29.25 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant A | 29.17 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant B | 29.14 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant C | 29.11 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant D | 29.1 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant E | 29.01 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant F | 28.94 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant G | 28.75 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant H | 28.68 | Not recorded | 68fa6c7d1e209131cea34489 |
| participant I | 28.66 | Not recorded | 68fa6c7d1e209131cea34489 |

### HINet

PSNR: 29.25. Result ID: 698f1a953a6c314849f5d7ab.

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

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

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

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant A

PSNR: 29.17. Result ID: 698f1a953a6c314849f5d7ac.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant B

PSNR: 29.14. Result ID: 698f1a953a6c314849f5d7ad.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant C

PSNR: 29.11. Result ID: 698f1a953a6c314849f5d7ae.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant D

PSNR: 29.1. Result ID: 698f1a953a6c314849f5d7af.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant E

PSNR: 29.01. Result ID: 698f1a953a6c314849f5d7b0.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant F

PSNR: 28.94. Result ID: 698f1a953a6c314849f5d7b1.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant G

PSNR: 28.75. Result ID: 698f1a953a6c314849f5d7b2.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant H

PSNR: 28.68. Result ID: 698f1a953a6c314849f5d7b3.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

### participant I

PSNR: 28.66. Result ID: 698f1a953a6c314849f5d7b4.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d11e209131cea245c1.md>)

Recorded evaluation configuration: {"crop patches":"720"}. This record does not assert independent reproduction.

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