# Video Deblurring on BSD 3ms-24ms

Source: [Video Deblurring on BSD 3ms-24ms](<https://www.sota2.com/research/sota/video-deblurring-on-bsd-3ms-24ms>)

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

Data updated: 2026-04-13T07:14:11.716Z

Evaluation of Video Deblurring performance on the BSD 3ms-24ms 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) | BSD 3ms-24ms |
| 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/video-deblurring-on-bsd-3ms-24ms.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-deblurring-on-bsd-3ms-24ms.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| STDANet-Stack | 32.83 | Not recorded | 68fa6d121e209131cea3772a |
| STDANet | 32.65 | Not recorded | 68fa6d121e209131cea3772a |
| PVDNet-L | 31.87 | Not recorded | 68fa6d121e209131cea3772a |
| TSP | 31.68 | Not recorded | 68fa6d121e209131cea3772a |
| CDVD-TSP | 31.58 | Not recorded | 68fa6dab1e209131cea3b555 |
| EDVR | 31.53 | Not recorded | 68fa6d121e209131cea3772a |
| ESTRNN | 31.39 | Not recorded | 68fa6d121e209131cea3772a |
| ESTRNN | 31.39 | Not recorded | 68fa6dab1e209131cea3b555 |
| PVDNet | 31.35 | Not recorded | 68fa6dab1e209131cea3b555 |
| DBN | 31.21 | Not recorded | 68fa6dab1e209131cea3b555 |
| IFIRNN | 30.89 | Not recorded | 68fa6d121e209131cea3772a |
| IFI-RNN | 30.89 | Not recorded | 68fa6dab1e209131cea3b555 |
| STFAN | 29.47 | Not recorded | 68fa6dab1e209131cea3b555 |
| STRCNN | 29.42 | Not recorded | 68fa6dab1e209131cea3b555 |
| SelfHVD | 29.31 | Not recorded | 68fa7a961e209131cea84106 |
| SRN | 28.92 | Not recorded | 68fa6dab1e209131cea3b555 |
| DaDeblur | 28.23 | Not recorded | 68fa7a961e209131cea84106 |
| Baseline | 26.01 | Not recorded | 68fa7a961e209131cea84106 |
| Blur2Blur | 26.01 | Not recorded | 68fa7a961e209131cea84106 |

### STDANet-Stack

PSNR: 32.83. Result ID: 698f7a3f3a6c314849f90d64.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Implementation](<https://github.com/huicongzhang/STDAN>)

Recorded evaluation configuration: {"type":"Stacked"}. This record does not assert independent reproduction.

### STDANet

PSNR: 32.65. Result ID: 698f7a3f3a6c314849f90d63.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Implementation](<https://github.com/huicongzhang/STDAN>)

Recorded evaluation configuration: {"type":"Standard"}. This record does not assert independent reproduction.

### PVDNet-L

PSNR: 31.87. Result ID: 698f7a3f3a6c314849f90d62.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a961e209131cea291a7.md>)

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

### TSP

PSNR: 31.68. Result ID: 698f7a3f3a6c314849f90d61.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67501e209131cea155da.md>)

[Implementation](<https://github.com/csbhr/CDVD-TSP>)

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

### CDVD-TSP

PSNR: 31.58. Result ID: 698fd0d53a6c314849fc1128.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67501e209131cea155da.md>)

[Implementation](<https://github.com/csbhr/CDVD-TSP>)

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

### EDVR

PSNR: 31.53. Result ID: 698f7a3f3a6c314849f90d60.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c01e209131cea0c30e.md>)

[Implementation](<https://github.com/xinntao/EDVR>)

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

### ESTRNN

PSNR: 31.39. Result ID: 698f7a3f3a6c314849f90d5f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

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

### ESTRNN

PSNR: 31.39. Result ID: 698fd0d53a6c314849fc112a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

[Implementation](<https://github.com/zzh-tech/ESTRNN>)

Recorded evaluation configuration: {"Configuration":"B15C80"}. This record does not assert independent reproduction.

### PVDNet

PSNR: 31.35. Result ID: 698fd0d53a6c314849fc1129.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a961e209131cea291a7.md>)

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

### DBN

PSNR: 31.21. Result ID: 698fd0d53a6c314849fc1124.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

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

### IFIRNN

PSNR: 30.89. Result ID: 698f7a3f3a6c314849f90d5e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d121e209131cea3772a.md>)

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

### IFI-RNN

PSNR: 30.89. Result ID: 698fd0d53a6c314849fc1126.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

Recorded evaluation configuration: {"Configuration":"C2H3"}. This record does not assert independent reproduction.

### STFAN

PSNR: 29.47. Result ID: 698fd0d53a6c314849fc1127.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

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

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

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

### STRCNN

PSNR: 29.42. Result ID: 698fd0d53a6c314849fc1123.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634b1e209131ce9fdd06.md>)

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

### SelfHVD

PSNR: 29.31. Result ID: 69dc97b947f34ce924c3242b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a961e209131cea84106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a961e209131cea84106.md>)

Recorded evaluation configuration: {"Test-time fine-tuning":"true","Deblurring network":"ESTRNN \[64\]"}. This record does not assert independent reproduction.

### SRN

PSNR: 28.92. Result ID: 698fd0d53a6c314849fc1125.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dab1e209131cea3b555.md>)

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

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

### DaDeblur

PSNR: 28.23. Result ID: 69dc97b947f34ce924c3242a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a961e209131cea84106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa740e1e209131cea5f819.md>)

Recorded evaluation configuration: {"Test-time fine-tuning":"true","Deblurring network":"ESTRNN \[64\]"}. This record does not assert independent reproduction.

### Baseline

PSNR: 26.01. Result ID: 69dc97b947f34ce924c32428.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a961e209131cea84106.md>)

Recorded evaluation configuration: {"Test-time fine-tuning":"false","Deblurring network":"ESTRNN \[64\]"}. This record does not assert independent reproduction.

### Blur2Blur

PSNR: 26.01. Result ID: 69dc97b947f34ce924c32429.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a961e209131cea84106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa729c1e209131cea577fe.md>)

Recorded evaluation configuration: {"Test-time fine-tuning":"true","Deblurring network":"ESTRNN \[64\]"}. This record does not assert independent reproduction.

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