# Flare Removal on Real-world mobile phone photos Indoor 1.0 (test)

Source: [Flare Removal on Real-world mobile phone photos Indoor 1.0 (test)](<https://www.sota2.com/research/sota/flare-removal-on-real-world-mobile-phone-photos-indoor-1-0-test>)

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

Data updated: 2026-02-26T05:58:55.127Z

Evaluation of flare removal performance on the test split of the Real-world mobile phone photos Indoor 1.0 dataset, measured using user preference scores.

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 | Flare Removal |
| Dataset (including any stated split) | Real-world mobile phone photos Indoor 1.0 (test) |
| Metric | Preference Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Preference Rate](<https://www.sota2.com/research/sota/flare-removal-on-real-world-mobile-phone-photos-indoor-1-0-test.md?metric=Preference%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Preference Rate | Result date | Report paper |
| --- | --- | --- | --- |
| BracketFlare | 85.5 | Not recorded | 68fa6ede1e209131cea427f2 |
| Reflection removal | 8.5 | Not recorded | 68fa6ede1e209131cea427f2 |
| Flare removal (Wu et al.) | 3.5 | Not recorded | 68fa6ede1e209131cea427f2 |
| Flare removal (Dai et al.) | 2.5 | Not recorded | 68fa6ede1e209131cea427f2 |
| Flare spot removal | 0 | Not recorded | 68fa6ede1e209131cea427f2 |

### BracketFlare

Preference Rate: 85.5. Result ID: 69904fbd3a6c314849ffa352.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

[Implementation](<https://ykdai.github.io/projects/BracketFlare>)

Recorded evaluation configuration: {"Network":"MPRNet","Dataset":"BracketFlare dataset"}. This record does not assert independent reproduction.

### Reflection removal

Preference Rate: 8.5. Result ID: 69904fbd3a6c314849ffa34e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64821e209131cea0500c.md>)

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

### Flare removal (Wu et al.)

Preference Rate: 3.5. Result ID: 69904fbd3a6c314849ffa350.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6af91e209131cea2b748.md>)

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

### Flare removal (Dai et al.)

Preference Rate: 2.5. Result ID: 69904fbd3a6c314849ffa351.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dac1e209131cea3b627.md>)

[Implementation](<https://nukaliad.github.io/projects/Flare7K>)

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

### Flare spot removal

Preference Rate: 0. Result ID: 69904fbd3a6c314849ffa34f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427f2.md>)

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

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