# Face Recognition on IJB-C (TAR @ FAR=1e-5, 1e-4, 1e-3)

Source: [Face Recognition on IJB-C (TAR @ FAR=1e-5, 1e-4, 1e-3)](<https://www.sota2.com/research/sota/face-recognition-on-ijb-c-tar-at-far-1e-5-1e-4-1e-3>)

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

Data updated: 2026-04-13T09:05:34.322Z

Evaluation of face recognition performance on the IJB-C dataset, reporting True Acceptance Rate (TAR) at specific False Acceptance Rate (FAR) thresholds: 1e-5, 1e-4, and 1e-3.

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) | IJB-C |
| Metric | TPR @ FAR=1e-4 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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

- [TPR @ FAR=1e-4](<https://www.sota2.com/research/sota/face-recognition-on-ijb-c-tar-at-far-1e-5-1e-4-1e-3.md?metric=TPR%20%40%20FAR%3D1e-4>): Higher is better; unit: PERCENT.

- [TPR @ FAR=1e-5](<https://www.sota2.com/research/sota/face-recognition-on-ijb-c-tar-at-far-1e-5-1e-4-1e-3.md?metric=TPR%20%40%20FAR%3D1e-5>): Higher is better; unit: PERCENT.

- [TPR @ FAR=1e-3](<https://www.sota2.com/research/sota/face-recognition-on-ijb-c-tar-at-far-1e-5-1e-4-1e-3.md?metric=TPR%20%40%20FAR%3D1e-3>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TPR @ FAR=1e-4 | Result date | Report paper |
| --- | --- | --- | --- |
| FaceLiVTv2-L | 96.59 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-M | 96.42 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-S | 95.99 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVT-M | 95.7 | Not recorded | 69dc78697d0172140ec78986 |
| EdgeFace-S(0.5) | 95.6 | Not recorded | 69dc78697d0172140ec78986 |
| EdgeFace-XS(0.6) | 94.8 | Not recorded | 69dc78697d0172140ec78986 |
| MobileFaceNet | 94.7 | Not recorded | 69dc78697d0172140ec78986 |
| ShuffleFaceNet-1.5 | 94.3 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVT-S | 92.7 | Not recorded | 69dc78697d0172140ec78986 |
| ResNet50-ArcFace | 92.1 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-XS | 91.25 | Not recorded | 69dc78697d0172140ec78986 |

### FaceLiVTv2-L

TPR @ FAR=1e-4: 96.59. Result ID: 69dcb1c947f34ce924c3d351.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

Recorded evaluation configuration: {"size":"L"}. This record does not assert independent reproduction.

### FaceLiVTv2-M

TPR @ FAR=1e-4: 96.42. Result ID: 69dcb1c947f34ce924c3d350.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

Recorded evaluation configuration: {"size":"M"}. This record does not assert independent reproduction.

### FaceLiVTv2-S

TPR @ FAR=1e-4: 95.99. Result ID: 69dcb1c947f34ce924c3d34f.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

Recorded evaluation configuration: {"size":"S"}. This record does not assert independent reproduction.

### FaceLiVT-M

TPR @ FAR=1e-4: 95.7. Result ID: 69dcb1c947f34ce924c3d34d.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b761e209131cea88a19.md>)

Recorded evaluation configuration: {"size":"M"}. This record does not assert independent reproduction.

### EdgeFace-S(0.5)

TPR @ FAR=1e-4: 95.6. Result ID: 69dcb1c947f34ce924c3d349.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71c81e209131cea52ed1.md>)

[Implementation](<https://gitlab.idiap.ch/bob/bob.paper.tbiom2023_edgeface>)

Recorded evaluation configuration: {"scale":"0.5"}. This record does not assert independent reproduction.

### EdgeFace-XS(0.6)

TPR @ FAR=1e-4: 94.8. Result ID: 69dcb1c947f34ce924c3d34b.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71c81e209131cea52ed1.md>)

[Implementation](<https://gitlab.idiap.ch/bob/bob.paper.tbiom2023_edgeface>)

Recorded evaluation configuration: {"scale":"0.6"}. This record does not assert independent reproduction.

### MobileFaceNet

TPR @ FAR=1e-4: 94.7. Result ID: 69dcb1c947f34ce924c3d347.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

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

### ShuffleFaceNet-1.5

TPR @ FAR=1e-4: 94.3. Result ID: 69dcb1c947f34ce924c3d348.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

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

### FaceLiVT-S

TPR @ FAR=1e-4: 92.7. Result ID: 69dcb1c947f34ce924c3d34c.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b761e209131cea88a19.md>)

Recorded evaluation configuration: {"size":"S"}. This record does not assert independent reproduction.

### ResNet50-ArcFace

TPR @ FAR=1e-4: 92.1. Result ID: 69dcb1c947f34ce924c3d34a.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d591e209131cea395f7.md>)

[Implementation](<https://www.sota2.com/Code%20and%20pre-trained%20models%20have%20been%20made%20available.>)

Recorded evaluation configuration: {"backbone":"ResNet50"}. This record does not assert independent reproduction.

### FaceLiVTv2-XS

TPR @ FAR=1e-4: 91.25. Result ID: 69dcb1c947f34ce924c3d34e.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78697d0172140ec78986.md>)

Recorded evaluation configuration: {"size":"XS"}. This record does not assert independent reproduction.

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