# Facial Landmarking on 300W Full set (test)

Source: [Facial Landmarking on 300W Full set (test)](<https://www.sota2.com/research/sota/facial-landmarking-on-300w-full-set-test>)

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

Data updated: 2026-02-26T05:53:20.940Z

Evaluation of facial landmark localization accuracy on the test split of the 300W Full set dataset, measured using Normalized Mean Error (NME IO).

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 Landmarking |
| Dataset (including any stated split) | 300W Full set (test) |
| Metric | NME IO |
| 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

- [NME IO](<https://www.sota2.com/research/sota/facial-landmarking-on-300w-full-set-test.md?metric=NME%20IO>): Lower is better; unit: SCALAR.

## Recorded results

| Method | NME IO | Result date | Report paper |
| --- | --- | --- | --- |
| Star | 0.0287 | Not recorded | 68fa79151e209131cea7c0a7 |
| FA | 0.0435 | Not recorded | 68fa79151e209131cea7c0a7 |
| GLL+SW (\< ∞) | 0.0522 | Not recorded | 68fa79151e209131cea7c0a7 |
| Mediapipe | 0.0562 | Not recorded | 68fa79151e209131cea7c0a7 |
| GLL+SW (\< ∞) | 0.057 | Not recorded | 68fa79151e209131cea7c0a7 |

### Star

NME IO: 0.0287. Result ID: 6995c4813badfaffe6c79da3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fa01e209131cea46c06.md>)

[Implementation](<https://github.com/ZhenglinZhou/STAR>)

Recorded evaluation configuration: {"Training Data":"300W","Label Adaptation":"false"}. This record does not assert independent reproduction.

### FA

NME IO: 0.0435. Result ID: 6995c4813badfaffe6c79da5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64bb1e209131cea061c1.md>)

[Implementation](<https://www.adrianbulat.com/face-alignment/>)

Recorded evaluation configuration: {"Training Data":"LS3D-W","Label Adaptation":"true"}. This record does not assert independent reproduction.

### GLL+SW (\< ∞)

NME IO: 0.0522. Result ID: 6995c4813badfaffe6c79da7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Implementation](<https://github.com/phflot/tfake>)

Recorded evaluation configuration: {"Training Data":"FAKE + T-FAKE","Label Adaptation":"true"}. This record does not assert independent reproduction.

### Mediapipe

NME IO: 0.0562. Result ID: 6995c4813badfaffe6c79da4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

Recorded evaluation configuration: {"Training Data":"undisclosed","Label Adaptation":"true"}. This record does not assert independent reproduction.

### GLL+SW (\< ∞)

NME IO: 0.057. Result ID: 6995c4813badfaffe6c79da6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0a7.md>)

[Implementation](<https://github.com/phflot/tfake>)

Recorded evaluation configuration: {"Training Data":"FAKE","Label Adaptation":"true"}. This record does not assert independent reproduction.

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