# Face Alignment on 300W-COFW68 cross-dataset (test)

Source: [Face Alignment on 300W-COFW68 cross-dataset (test)](<https://www.sota2.com/research/sota/face-alignment-on-300w-cofw68-cross-dataset-test>)

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

Data updated: 2026-02-26T05:47:16.343Z

Evaluation of 2D face alignment performance using a cross-dataset setup between 300W and COFW68 datasets on the test split, typically measured using Inter-Pupil NME and FR0.1.

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) | 300W-COFW68 cross-dataset (test) |
| Metric | Inter-Pupil NME |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 9 of 9 |
| 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

- [Inter-Pupil NME](<https://www.sota2.com/research/sota/face-alignment-on-300w-cofw68-cross-dataset-test.md?metric=Inter-Pupil%20NME>): Lower is better; unit: SCALAR.

- [FR@0.1](<https://www.sota2.com/research/sota/face-alignment-on-300w-cofw68-cross-dataset-test.md?metric=FR%400.1>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Inter-Pupil NME | Result date | Report paper |
| --- | --- | --- | --- |
| SLPT | 4.1 | Not recorded | 68fa6c1b1e209131cea32396 |
| SLPT | 4.11 | Not recorded | 68fa6c1b1e209131cea32396 |
| SDFL | 4.18 | Not recorded | 68fa6c1b1e209131cea32396 |
| SDL | 4.22 | Not recorded | 68fa6c1b1e209131cea32396 |
| AVS+SAN | 4.43 | Not recorded | 68fa6c1b1e209131cea32396 |
| LAB | 4.62 | Not recorded | 68fa6c1b1e209131cea32396 |
| ODN | 5.3 | Not recorded | 68fa6c1b1e209131cea32396 |
| CFSS | 6.28 | Not recorded | 68fa6c1b1e209131cea32396 |
| TCDCN | 7.66 | Not recorded | 68fa6c1b1e209131cea32396 |

### SLPT

Inter-Pupil NME: 4.1. Result ID: 698ed723ffc3901de0a1f40c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Implementation](<https://github.com/Jiahao-UTS/SLPT-master>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C-lite"}. This record does not assert independent reproduction.

### SLPT

Inter-Pupil NME: 4.11. Result ID: 698ed723ffc3901de0a1f40b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Implementation](<https://github.com/Jiahao-UTS/SLPT-master>)

Recorded evaluation configuration: {"Backbone":"ResNet34"}. This record does not assert independent reproduction.

### SDFL

Inter-Pupil NME: 4.18. Result ID: 698ed723ffc3901de0a1f40a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C"}. This record does not assert independent reproduction.

### SDL

Inter-Pupil NME: 4.22. Result ID: 698ed723ffc3901de0a1f409.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68e21e209131cea1ef41.md>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C"}. This record does not assert independent reproduction.

### AVS+SAN

Inter-Pupil NME: 4.43. Result ID: 698ed723ffc3901de0a1f407.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66351e209131cea0ec8e.md>)

[Implementation](<https://github.com/thesouthfrog/stylealign>)

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

### LAB

Inter-Pupil NME: 4.62. Result ID: 698ed723ffc3901de0a1f408.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa646b1e209131cea0499e.md>)

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

### ODN

Inter-Pupil NME: 5.3. Result ID: 698ed723ffc3901de0a1f406.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

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

### CFSS

Inter-Pupil NME: 6.28. Result ID: 698ed723ffc3901de0a1f405.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

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

### TCDCN

Inter-Pupil NME: 7.66. Result ID: 698ed723ffc3901de0a1f404.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea32396.md>)

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

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