# Face Recognition on SLFW

Source: [Face Recognition on SLFW](<https://www.sota2.com/research/sota/face-recognition-on-slfw>)

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

Data updated: 2026-02-26T05:28:09.921Z

Evaluation of face recognition performance on the SLFW dataset, typically reporting Accuracy.

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 Recognition |
| Dataset (including any stated split) | SLFW |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/face-recognition-on-slfw.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FC-R100 | 99.81 | Not recorded | 68fa6bf51e209131cea31369 |
| FC-R50 | 99.71 | Not recorded | 68fa6bf51e209131cea31369 |
| FC-R50 | 99.55 | Not recorded | 68fa6bf51e209131cea31369 |
| upper-boundary | 99.55 | Not recorded | 68fa6bf51e209131cea31369 |
| F2C-R50 | 99.53 | Not recorded | 68fa6bf51e209131cea31369 |
| F2C-R50 | 99.45 | Not recorded | 68fa6bf51e209131cea31369 |
| Partial-FC | 99.28 | Not recorded | 68fa6bf51e209131cea31369 |
| DCQ | 99.23 | Not recorded | 68fa6bf51e209131cea31369 |
| F2C | 99.23 | Not recorded | 68fa6bf51e209131cea31369 |
| FC-Mobile | 98.8 | Not recorded | 68fa6bf51e209131cea31369 |
| F2C-R100 | 98.8 | Not recorded | 68fa6bf51e209131cea31369 |
| F2C-Mobile | 98.57 | Not recorded | 68fa6bf51e209131cea31369 |
| VFC | 96.23 | Not recorded | 68fa6bf51e209131cea31369 |
| lower-boundary | 93.52 | Not recorded | 68fa6bf51e209131cea31369 |
| TCP | 93.23 | Not recorded | 68fa6bf51e209131cea31369 |
| N-pair | 92.28 | Not recorded | 68fa6bf51e209131cea31369 |
| Multi-similarity | 91.03 | Not recorded | 68fa6bf51e209131cea31369 |

### FC-R100

Accuracy: 99.81. Result ID: 698eae0affc3901de09fbb21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"Training Dataset":"Webface42M","Backbone":"ResNet-100"}. This record does not assert independent reproduction.

### FC-R50

Accuracy: 99.71. Result ID: 698eae0affc3901de09fbb1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"Training Dataset":"Glint360k","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### FC-R50

Accuracy: 99.55. Result ID: 698eae0affc3901de09fbb1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"Training Dataset":"MS1MV2","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### upper-boundary

Accuracy: 99.55. Result ID: 698eae0affc3901de09fbb6e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"source":"reproduced by authors"}. This record does not assert independent reproduction.

### F2C-R50

Accuracy: 99.53. Result ID: 698eae0affc3901de09fbb20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

Recorded evaluation configuration: {"Training Dataset":"Glint360k","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### F2C-R50

Accuracy: 99.45. Result ID: 698eae0affc3901de09fbb1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

Recorded evaluation configuration: {"Training Dataset":"MS1MV2","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### Partial-FC

Accuracy: 99.28. Result ID: 698eae0affc3901de09fbb72.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa692e1e209131cea20999.md>)

[Implementation](<https://github.com/deepinsight/insightface/tree/master/recognition/partial%CB%99fc>)

Recorded evaluation configuration: {"Training Data":"1% of MS1M identities"}. This record does not assert independent reproduction.

### DCQ

Accuracy: 99.23. Result ID: 698eae0affc3901de09fbb74.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a081e209131cea259f5.md>)

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

Recorded evaluation configuration: {"Training Data":"1% of MS1M identities"}. This record does not assert independent reproduction.

### F2C

Accuracy: 99.23. Result ID: 698eae0affc3901de09fbb75.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

Recorded evaluation configuration: {"Training Data":"1% of MS1M identities"}. This record does not assert independent reproduction.

### FC-Mobile

Accuracy: 98.8. Result ID: 698eae0affc3901de09fbb1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"Training Dataset":"MS1MV2","Backbone":"Mobile"}. This record does not assert independent reproduction.

### F2C-R100

Accuracy: 98.8. Result ID: 698eae0affc3901de09fbb22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

Recorded evaluation configuration: {"Training Dataset":"Webface42M","Backbone":"ResNet-100"}. This record does not assert independent reproduction.

### F2C-Mobile

Accuracy: 98.57. Result ID: 698eae0affc3901de09fbb1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

Recorded evaluation configuration: {"Training Dataset":"MS1MV2","Backbone":"Mobile"}. This record does not assert independent reproduction.

### VFC

Accuracy: 96.23. Result ID: 698eae0affc3901de09fbb73.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"Training Data":"1% of MS1M identities"}. This record does not assert independent reproduction.

### lower-boundary

Accuracy: 93.52. Result ID: 698eae0affc3901de09fbb6d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

Recorded evaluation configuration: {"source":"excerpted from VFC paper"}. This record does not assert independent reproduction.

### TCP

Accuracy: 93.23. Result ID: 698eae0affc3901de09fbb71.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

### N-pair

Accuracy: 92.28. Result ID: 698eae0affc3901de09fbb6f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

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

### Multi-similarity

Accuracy: 91.03. Result ID: 698eae0affc3901de09fbb70.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf51e209131cea31369.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673e1e209131cea152c5.md>)

[Implementation](<https://github.com/MalongTech/research-ms-loss>)

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

Page 1 of 1. This is an index page, not the full collection.
