# Blur Interpolation on RBI real-world (test)

Source: [Blur Interpolation on RBI real-world (test)](<https://www.sota2.com/research/sota/blur-interpolation-on-rbi-real-world-test>)

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

Data updated: 2026-02-26T05:55:42.039Z

Evaluation of image blur interpolation performance on the test split of the RBI real-world 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 | Blur Interpolation |
| Dataset (including any stated split) | RBI real-world (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/blur-interpolation-on-rbi-real-world-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| BiT++ | 30.45 | Not recorded | 68fa6eb71e209131cea41b60 |
| BiT | 29.9 | Not recorded | 68fa6eb71e209131cea41b60 |
| DeMFI | 29.03 | Not recorded | 68fa6eb71e209131cea41b60 |
| RPF4 | 28.55 | Not recorded | 68fa6eb71e209131cea41b60 |
| EDVR+XVFI | 28.17 | Not recorded | 68fa6eb71e209131cea41b60 |
| Jin et al. | 27.73 | Not recorded | 68fa6eb71e209131cea41b60 |

### BiT++

PSNR: 30.45. Result ID: 6990545e3a6c314849ffc484.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

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

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.395,"Runtime 60x \[s\]":11.64,"Params \[M\]":11.3}. This record does not assert independent reproduction.

### BiT

PSNR: 29.9. Result ID: 6990545e3a6c314849ffc483.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

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

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.203,"Runtime 60x \[s\]":5.76,"Params \[M\]":11.3}. This record does not assert independent reproduction.

### DeMFI

PSNR: 29.03. Result ID: 6990545e3a6c314849ffc482.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dff1e209131cea3d492.md>)

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.513,"Runtime 60x \[s\]":30.78,"Params \[M\]":7.41}. This record does not assert independent reproduction.

### RPF4

PSNR: 28.55. Result ID: 6990545e3a6c314849ffc481.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.746,"Runtime 60x \[s\]":44.76,"Params \[M\]":11.4}. This record does not assert independent reproduction.

### EDVR+XVFI

PSNR: 28.17. Result ID: 6990545e3a6c314849ffc47f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.294,"Runtime 60x \[s\]":17.64,"Params \[M\]":29.2}. This record does not assert independent reproduction.

### Jin et al.

PSNR: 27.73. Result ID: 6990545e3a6c314849ffc480.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb71e209131cea41b60.md>)

Recorded evaluation configuration: {"Runtime 1x \[s\]":0.25,"Runtime 60x \[s\]":15,"Params \[M\]":10.8}. This record does not assert independent reproduction.

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