# Facial Reconstruction on InjuredFaces

Source: [Facial Reconstruction on InjuredFaces](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces>)

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

Data updated: 2026-04-01T08:25:44.046Z

Evaluation of Facial Reconstruction performance on the InjuredFaces dataset, measured using IP, CLIP, FID, CMMD, LPIPS, and VLM.

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 | Facial Reconstruction |
| Dataset (including any stated split) | InjuredFaces |
| Metric | IP |
| 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

- [IP](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=IP>): Higher is better; unit: SCALAR.

- [CLIP Score](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=CLIP%20Score>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=FID>): Lower is better; unit: SCALAR.

- [CMMD](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=CMMD>): Lower is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [VLM Score](<https://www.sota2.com/research/sota/facial-reconstruction-on-injuredfaces.md?metric=VLM%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | IP | Result date | Report paper |
| --- | --- | --- | --- |
| FlowID | 0.5 | Not recorded | 69cca6cb0636e5bf4afcbe4b |
| Kontext | 0.48 | Not recorded | 69cca6cb0636e5bf4afcbe4b |
| RF-Solver | 0.48 | Not recorded | 69cca6cb0636e5bf4afcbe4b |
| UltraEdit | 0.3 | Not recorded | 69cca6cb0636e5bf4afcbe4b |
| SDEdit | 0.23 | Not recorded | 69cca6cb0636e5bf4afcbe4b |
| ICEdit | 0.22 | Not recorded | 69cca6cb0636e5bf4afcbe4b |

### FlowID

IP: 0.5. Result ID: 69ccd67847f34ce924b67d08.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

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

### Kontext

IP: 0.48. Result ID: 69ccd67847f34ce924b67d06.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a81e209131cea7eb79.md>)

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

### RF-Solver

IP: 0.48. Result ID: 69ccd67847f34ce924b67d07.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79581e209131cea7d2ff.md>)

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

### UltraEdit

IP: 0.3. Result ID: 69ccd67847f34ce924b67d03.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76461e209131cea6c155.md>)

[Implementation](<https://www.sota2.com/ultra-editing.github.io>)

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

### SDEdit

IP: 0.23. Result ID: 69ccd67847f34ce924b67d04.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b831e209131cea2ebbb.md>)

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

### ICEdit

IP: 0.22. Result ID: 69ccd67847f34ce924b67d05.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6cb0636e5bf4afcbe4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b8a1e209131cea89042.md>)

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

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