# Gaussian Deblur 6 on ImageNet Intermediate Difficulties

Source: [Gaussian Deblur 6 on ImageNet Intermediate Difficulties](<https://www.sota2.com/research/sota/gaussian-deblur-6-on-imagenet-intermediate-difficulties>)

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

Data updated: 2026-03-18T09:25:25.578Z

Evaluation of image deblurring performance using the Gaussian Deblur 6 degradation model on the ImageNet Intermediate Difficulties subset, measured using LPIPS, FID, and IS.

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 | Gaussian Deblur 6 |
| Dataset (including any stated split) | ImageNet Intermediate Difficulties |
| Metric | LPIPS |
| Unit | SCALAR |
| Direction | Lower 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

- [LPIPS](<https://www.sota2.com/research/sota/gaussian-deblur-6-on-imagenet-intermediate-difficulties.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/gaussian-deblur-6-on-imagenet-intermediate-difficulties.md?metric=FID>): Lower is better; unit: SCALAR.

- [IS](<https://www.sota2.com/research/sota/gaussian-deblur-6-on-imagenet-intermediate-difficulties.md?metric=IS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | LPIPS | Result date | Report paper |
| --- | --- | --- | --- |
| AdamDPS | 0.23 | Not recorded | 69ba31b30636e5bf4afc0a4b |
| DPS | 0.26 | Not recorded | 69ba31b30636e5bf4afc0a4b |
| TFG | 0.26 | Not recorded | 69ba31b30636e5bf4afc0a4b |
| TFG | 0.26 | Not recorded | 69ba31b30636e5bf4afc0a4b |
| TFG | 0.29 | Not recorded | 69ba31b30636e5bf4afc0a4b |

### AdamDPS

LPIPS: 0.23. Result ID: 69ba6f8447f34ce924a4ad27.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

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

### DPS

LPIPS: 0.26. Result ID: 69ba6f8447f34ce924a4ad23.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adbc.md>)

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

### TFG

LPIPS: 0.26. Result ID: 69ba6f8447f34ce924a4ad25.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75bc1e209131cea699d8.md>)

[Implementation](<https://www.sota2.com/Code%20will%20be%20available%20soon.>)

Recorded evaluation configuration: {"N\_iter":"2"}. This record does not assert independent reproduction.

### TFG

LPIPS: 0.26. Result ID: 69ba6f8447f34ce924a4ad26.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75bc1e209131cea699d8.md>)

[Implementation](<https://www.sota2.com/Code%20will%20be%20available%20soon.>)

Recorded evaluation configuration: {"N\_iter":"4"}. This record does not assert independent reproduction.

### TFG

LPIPS: 0.29. Result ID: 69ba6f8447f34ce924a4ad24.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31b30636e5bf4afc0a4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75bc1e209131cea699d8.md>)

[Implementation](<https://www.sota2.com/Code%20will%20be%20available%20soon.>)

Recorded evaluation configuration: {"N\_iter":"1"}. This record does not assert independent reproduction.

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