# Face Alignment on AFLW 19 landmarks

Source: [Face Alignment on AFLW 19 landmarks](<https://www.sota2.com/research/sota/face-alignment-on-aflw-19-landmarks>)

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

Data updated: 2026-02-26T05:53:19.016Z

Evaluation of 2D facial landmark localization accuracy on the AFLW dataset, specifically using the 19 landmark configuration, typically measured by Normalized Mean Error (NME).

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 | Face Alignment |
| Dataset (including any stated split) | AFLW 19 landmarks |
| Metric | NME |
| Unit | PERCENT |
| Direction | Lower 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

- [NME](<https://www.sota2.com/research/sota/face-alignment-on-aflw-19-landmarks.md?metric=NME>): Lower is better; unit: PERCENT.

## Recorded results

| Method | NME | Result date | Report paper |
| --- | --- | --- | --- |
| 3DDE | 2.01 | Not recorded | 68fa66ca1e209131cea1248a |
| DCFE | 2.12 | Not recorded | 68fa66ca1e209131cea1248a |
| TSR | 2.17 | Not recorded | 68fa66ca1e209131cea1248a |
| DAC-CSR | 2.27 | Not recorded | 68fa66ca1e209131cea1248a |
| CCL | 2.72 | Not recorded | 68fa66ca1e209131cea1248a |
| CFSS | 3.92 | Not recorded | 68fa66ca1e209131cea1248a |

### 3DDE

NME: 2.01. Result ID: 698d06e78b517eb4331e7486.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

[Implementation](<http://www.dia.fi.upm.es/~similar-to/simpcr>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

### DCFE

NME: 2.12. Result ID: 698d06e78b517eb4331e7485.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

### TSR

NME: 2.17. Result ID: 698d06e78b517eb4331e7484.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

### DAC-CSR

NME: 2.27. Result ID: 698d06e78b517eb4331e7483.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa633c1e209131ce9fdb39.md>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

### CCL

NME: 2.72. Result ID: 698d06e78b517eb4331e7482.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

### CFSS

NME: 3.92. Result ID: 698d06e78b517eb4331e7481.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ca1e209131cea1248a.md>)

Recorded evaluation configuration: {"Normalizing factor":"height"}. This record does not assert independent reproduction.

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