# Face Alignment on WFLW 300W AFLW (test)

Source: [Face Alignment on WFLW 300W AFLW (test)](<https://www.sota2.com/research/sota/face-alignment-on-wflw-300w-aflw-test>)

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

Data updated: 2026-02-26T05:44:50.107Z

Evaluation of model efficiency (FLOPs and Parameters) for Face Alignment models tested on the WFLW 300W AFLW test set.

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) | WFLW 300W AFLW (test) |
| Metric | FLOPs (G) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [FLOPs (G)](<https://www.sota2.com/research/sota/face-alignment-on-wflw-300w-aflw-test.md?metric=FLOPs%20(G)>): Lower is better; unit: SCALAR.

- [Params (M)](<https://www.sota2.com/research/sota/face-alignment-on-wflw-300w-aflw-test.md?metric=Params%20(M)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FLOPs (G) | Result date | Report paper |
| --- | --- | --- | --- |
| DETR | 3.8 | Not recorded | 68fa6c1b1e209131cea32396 |
| SLPT | 3.99 | Not recorded | 68fa6c1b1e209131cea32396 |
| DETR | 4.06 | Not recorded | 68fa6c1b1e209131cea32396 |
| DETR | 4.26 | Not recorded | 68fa6c1b1e209131cea32396 |
| HRNet | 4.75 | Not recorded | 68fa6c1b1e209131cea32396 |
| SLPT | 5.17 | Not recorded | 68fa6c1b1e209131cea32396 |
| SLPT | 6.12 | Not recorded | 68fa6c1b1e209131cea32396 |
| LAB | 18.85 | Not recorded | 68fa6c1b1e209131cea32396 |
| AWing | 26.8 | Not recorded | 68fa6c1b1e209131cea32396 |
| AVS + SAN | 33.87 | Not recorded | 68fa6c1b1e209131cea32396 |

### DETR

FLOPs (G): 3.8. Result ID: 698ed723ffc3901de0a1f3bb.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bce.md>)

[Implementation](<https://github.com/facebookresearch/detr>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C-lite","Number of landmarks":29}. This record does not assert independent reproduction.

### SLPT

FLOPs (G): 3.99. Result ID: 698ed723ffc3901de0a1f3be.

[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","Number of landmarks":29}. This record does not assert independent reproduction.

### DETR

FLOPs (G): 4.06. Result ID: 698ed723ffc3901de0a1f3ba.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bce.md>)

[Implementation](<https://github.com/facebookresearch/detr>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C-lite","Number of landmarks":68}. This record does not assert independent reproduction.

### DETR

FLOPs (G): 4.26. Result ID: 698ed723ffc3901de0a1f3b9.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bce.md>)

[Implementation](<https://github.com/facebookresearch/detr>)

Recorded evaluation configuration: {"Backbone":"HRNetW18C-lite","Number of landmarks":98}. This record does not assert independent reproduction.

### HRNet

FLOPs (G): 4.75. Result ID: 698ed723ffc3901de0a1f3b5.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67391e209131cea15032.md>)

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

Recorded evaluation configuration: {"Backbone":"HRNetW18C","Number of landmarks":98}. This record does not assert independent reproduction.

### SLPT

FLOPs (G): 5.17. Result ID: 698ed723ffc3901de0a1f3bd.

[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","Number of landmarks":68}. This record does not assert independent reproduction.

### SLPT

FLOPs (G): 6.12. Result ID: 698ed723ffc3901de0a1f3bc.

[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","Number of landmarks":98}. This record does not assert independent reproduction.

### LAB

FLOPs (G): 18.85. Result ID: 698ed723ffc3901de0a1f3b6.

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

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

Recorded evaluation configuration: {"Number of landmarks":98}. This record does not assert independent reproduction.

### AWing

FLOPs (G): 26.8. Result ID: 698ed723ffc3901de0a1f3b8.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa678c1e209131cea16dd3.md>)

[Implementation](<https://github.com/protossw512/AdaptiveWingLoss>)

Recorded evaluation configuration: {"Number of landmarks":98}. This record does not assert independent reproduction.

### AVS + SAN

FLOPs (G): 33.87. Result ID: 698ed723ffc3901de0a1f3b7.

[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: {"Number of landmarks":98}. This record does not assert independent reproduction.

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