# Video Deblurring on video deblurring dataset (test)

Source: [Video Deblurring on video deblurring dataset (test)](<https://www.sota2.com/research/sota/video-deblurring-on-video-deblurring-dataset-test>)

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

Data updated: 2026-02-26T05:55:23.563Z

Evaluation of Video Deblurring performance on the test split of the video deblurring dataset, 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 | Video Deblurring |
| Dataset (including any stated split) | video deblurring dataset (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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/video-deblurring-on-video-deblurring-dataset-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-deblurring-on-video-deblurring-dataset-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| STFAN | 31.24 | Not recorded | 68fa66201e209131cea0e85d |
| Zhang | 30.05 | Not recorded | 68fa66201e209131cea0e85d |
| Su | 30.05 | Not recorded | 68fa66201e209131cea0e85d |
| Tao | 29.97 | Not recorded | 68fa66201e209131cea0e85d |
| Kim | 29.95 | Not recorded | 68fa66201e209131cea0e85d |
| Nah | 29.51 | Not recorded | 68fa66201e209131cea0e85d |
| Gong | 28.22 | Not recorded | 68fa66201e209131cea0e85d |
| Sun | 27.24 | Not recorded | 68fa66201e209131cea0e85d |
| Kim | 27.01 | Not recorded | 68fa66201e209131cea0e85d |
| Kupyn | 26.78 | Not recorded | 68fa66201e209131cea0e85d |
| Whyte | 25.29 | Not recorded | 68fa66201e209131cea0e85d |

### STFAN

PSNR: 31.24. Result ID: 698cdc9f8b517eb4331d3dc4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Implementation](<https://shangchenzhou.com/projects/stfan>)

Recorded evaluation configuration: {"Frame#":2,"Time (sec)":0.15,"Params (M)":5.37}. This record does not assert independent reproduction.

### Zhang

PSNR: 30.05. Result ID: 698cdc9f8b517eb4331d3dbf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":1.4,"Params (M)":9.22}. This record does not assert independent reproduction.

### Su

PSNR: 30.05. Result ID: 698cdc9f8b517eb4331d3dc3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

Recorded evaluation configuration: {"Frame#":5,"Time (sec)":6.88,"Params (M)":16.67}. This record does not assert independent reproduction.

### Tao

PSNR: 29.97. Result ID: 698cdc9f8b517eb4331d3dc0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa640c1e209131cea02522.md>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":2.52,"Params (M)":8.06}. This record does not assert independent reproduction.

### Kim

PSNR: 29.95. Result ID: 698cdc9f8b517eb4331d3dc2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

Recorded evaluation configuration: {"Frame#":5,"Time (sec)":0.13,"Params (M)":0.92}. This record does not assert independent reproduction.

### Nah

PSNR: 29.51. Result ID: 698cdc9f8b517eb4331d3dbd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64511e209131cea04087.md>)

[Implementation](<https://github.com/SeungjunNah/DeepDeblur_release>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":4.78,"Params (M)":11.71}. This record does not assert independent reproduction.

### Gong

PSNR: 28.22. Result ID: 698cdc9f8b517eb4331d3dbc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62fe1e209131ce9fc21c.md>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":1500,"Params (M)":10.29}. This record does not assert independent reproduction.

### Sun

PSNR: 27.24. Result ID: 698cdc9f8b517eb4331d3dbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61d01e209131ce9f6347.md>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":1200,"Params (M)":7.26}. This record does not assert independent reproduction.

### Kim

PSNR: 27.01. Result ID: 698cdc9f8b517eb4331d3dc1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

Recorded evaluation configuration: {"Frame#":3,"Time (sec)":880,"Params (M)":null}. This record does not assert independent reproduction.

### Kupyn

PSNR: 26.78. Result ID: 698cdc9f8b517eb4331d3dbe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea0363c.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGAN>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":0.22,"Params (M)":11.38}. This record does not assert independent reproduction.

### Whyte

PSNR: 25.29. Result ID: 698cdc9f8b517eb4331d3dba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66201e209131cea0e85d.md>)

Recorded evaluation configuration: {"Frame#":1,"Time (sec)":700,"Params (M)":null}. This record does not assert independent reproduction.

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