# Edge-to-image translation on MultiGen Canny Edge

Source: [Edge-to-image translation on MultiGen Canny Edge](<https://www.sota2.com/research/sota/edge-to-image-translation-on-multigen-canny-edge>)

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

Data updated: 2026-02-26T06:03:24.210Z

Evaluation of models performing edge-to-image translation using the MultiGen Canny Edge dataset.

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 | Edge-to-image translation |
| Dataset (including any stated split) | MultiGen Canny Edge |
| Metric | SSIM |
| Unit | PERCENT |
| 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

- [SSIM](<https://www.sota2.com/research/sota/edge-to-image-translation-on-multigen-canny-edge.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [FID](<https://www.sota2.com/research/sota/edge-to-image-translation-on-multigen-canny-edge.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| ControlNet++ | 57.06 | Not recorded | 68fa768f1e209131cea6db54 |
| ControlNet | 54.87 | Not recorded | 68fa768f1e209131cea6db54 |
| UniControl | 51.71 | Not recorded | 68fa768f1e209131cea6db54 |
| EditAR | 48.11 | Not recorded | 68fa768f1e209131cea6db54 |
| UniControlNet | 41.55 | Not recorded | 68fa768f1e209131cea6db54 |
| T2I-Adapter | 38.93 | Not recorded | 68fa768f1e209131cea6db54 |

### ControlNet++

SSIM: 57.06. Result ID: 699440323a6c3148491c11ee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75c71e209131cea69ed4.md>)

Recorded evaluation configuration: {"T2I Model":"SD1.5"}. This record does not assert independent reproduction.

### ControlNet

SSIM: 54.87. Result ID: 699440323a6c3148491c11ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71481e209131cea50695.md>)

Recorded evaluation configuration: {"T2I Model":"SD1.5"}. This record does not assert independent reproduction.

### UniControl

SSIM: 51.71. Result ID: 699440323a6c3148491c11ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71131e209131cea4f1cf.md>)

[Implementation](<https://github.com/salesforce/UniControl>)

Recorded evaluation configuration: {"T2I Model":"SD1.5"}. This record does not assert independent reproduction.

### EditAR

SSIM: 48.11. Result ID: 699440323a6c3148491c11ef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Implementation](<https://jitengmu.github.io/EditAR/>)

Recorded evaluation configuration: {"T2I Model":"LlamaGen"}. This record does not assert independent reproduction.

### UniControlNet

SSIM: 41.55. Result ID: 699440323a6c3148491c11eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71021e209131cea4e81c.md>)

[Implementation](<https://github.com/ShihaoZhaoZSH/Uni-ControlNet>)

Recorded evaluation configuration: {"T2I Model":"SD1.5"}. This record does not assert independent reproduction.

### T2I-Adapter

SSIM: 38.93. Result ID: 699440323a6c3148491c11ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa768f1e209131cea6db54.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecf1e209131cea42531.md>)

Recorded evaluation configuration: {"T2I Model":"SD1.5"}. This record does not assert independent reproduction.

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