# Burst Super-Resolution on NTIRE2022 Burst Super-Resolution Real-world (test)

Source: [Burst Super-Resolution on NTIRE2022 Burst Super-Resolution Real-world (test)](<https://www.sota2.com/research/sota/burst-super-resolution-on-ntire2022-burst-super-resolution-real-world-test>)

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

Data updated: 2026-02-26T05:55:35.141Z

Evaluation of Burst Super-Resolution performance on the test split of the NTIRE 2022 Real-world dataset, measured using PSNR, SSIM, and LPIPS.

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 | Burst Super-Resolution |
| Dataset (including any stated split) | NTIRE2022 Burst Super-Resolution Real-world (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/burst-super-resolution-on-ntire2022-burst-super-resolution-real-world-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/burst-super-resolution-on-ntire2022-burst-super-resolution-real-world-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/burst-super-resolution-on-ntire2022-burst-super-resolution-real-world-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| BSRT-Large | 48.57 | Not recorded | 68fa6c571e209131cea33654 |
| BSRT-Small | 48.48 | Not recorded | 68fa6c571e209131cea33654 |
| MFIR | 48.32 | Not recorded | 68fa6c571e209131cea33654 |
| EBSR | 48.23 | Not recorded | 68fa6c571e209131cea33654 |
| DBSR | 47.7 | Not recorded | 68fa6c571e209131cea33654 |
| HighResNet | 46.64 | Not recorded | 68fa6c571e209131cea33654 |
| SingleImage | 46.6 | Not recorded | 68fa6c571e209131cea33654 |

### BSRT-Large

PSNR: 48.57. Result ID: 698f05083a6c314849f4d514.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Implementation](<https://github.com/Algolzw/BSRT>)

Recorded evaluation configuration: {"#Parameters":"20.71M"}. This record does not assert independent reproduction.

### BSRT-Small

PSNR: 48.48. Result ID: 698f05083a6c314849f4d513.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Implementation](<https://github.com/Algolzw/BSRT>)

Recorded evaluation configuration: {"#Parameters":"4.92M"}. This record does not assert independent reproduction.

### MFIR

PSNR: 48.32. Result ID: 698f05083a6c314849f4d512.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8e1e209131cea28ce9.md>)

Recorded evaluation configuration: {"#Parameters":"12.13M"}. This record does not assert independent reproduction.

### EBSR

PSNR: 48.23. Result ID: 698f05083a6c314849f4d511.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

Recorded evaluation configuration: {"#Parameters":"26.03M"}. This record does not assert independent reproduction.

### DBSR

PSNR: 47.7. Result ID: 698f05083a6c314849f4d510.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea23467.md>)

Recorded evaluation configuration: {"#Parameters":"13.01M"}. This record does not assert independent reproduction.

### HighResNet

PSNR: 46.64. Result ID: 698f05083a6c314849f4d50f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea14402.md>)

[Implementation](<https://github.com/ElementAI/HighRes-net>)

Recorded evaluation configuration: {"#Parameters":"34.78M"}. This record does not assert independent reproduction.

### SingleImage

PSNR: 46.6. Result ID: 698f05083a6c314849f4d50e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea23467.md>)

Recorded evaluation configuration: {"#Parameters":"13.01M"}. This record does not assert independent reproduction.

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