# Face Recognition on IJB-B (TPR @ FPR thresholds 1e-5 to 1e-3)

Source: [Face Recognition on IJB-B (TPR @ FPR thresholds 1e-5 to 1e-3)](<https://www.sota2.com/research/sota/face-recognition-on-ijb-b-tpr-at-fpr-thresholds-1e-5-to-1e-3>)

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

Data updated: 2026-04-13T09:05:34.291Z

Evaluation of face recognition performance on the IJB-B dataset, reporting True Positive Rate (TPR) across various False Positive Rate (FPR) 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-B |
| Metric | TPR (FPR=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 (FPR=1e-4)](<https://www.sota2.com/research/sota/face-recognition-on-ijb-b-tpr-at-fpr-thresholds-1e-5-to-1e-3.md?metric=TPR%20(FPR%3D1e-4)>): Higher is better; unit: PERCENT.

- [TPR (FPR=1e-5)](<https://www.sota2.com/research/sota/face-recognition-on-ijb-b-tpr-at-fpr-thresholds-1e-5-to-1e-3.md?metric=TPR%20(FPR%3D1e-5)>): Higher is better; unit: PERCENT.

- [TPR (FPR=1e-3)](<https://www.sota2.com/research/sota/face-recognition-on-ijb-b-tpr-at-fpr-thresholds-1e-5-to-1e-3.md?metric=TPR%20(FPR%3D1e-3)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TPR (FPR=1e-4) | Result date | Report paper |
| --- | --- | --- | --- |
| FaceLiVTv2-L | 95.18 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-M | 95.02 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-S | 94.51 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVT-M | 93.7 | Not recorded | 69dc78697d0172140ec78986 |
| EdgeFace-S(0.5) | 93.6 | Not recorded | 69dc78697d0172140ec78986 |
| MobileFaceNet | 92.8 | Not recorded | 69dc78697d0172140ec78986 |
| EdgeFace-XS(0.6) | 92.7 | Not recorded | 69dc78697d0172140ec78986 |
| ShuffleFaceNet-1.5 | 92.3 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVT-S | 91.2 | Not recorded | 69dc78697d0172140ec78986 |
| FaceLiVTv2-XS | 90.67 | Not recorded | 69dc78697d0172140ec78986 |
| ResNet50-ArcFace | 89.9 | Not recorded | 69dc78697d0172140ec78986 |

### FaceLiVTv2-L

TPR (FPR=1e-4): 95.18. Result ID: 69dcb1c947f34ce924c3d346.

[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 (FPR=1e-4): 95.02. Result ID: 69dcb1c947f34ce924c3d345.

[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 (FPR=1e-4): 94.51. Result ID: 69dcb1c947f34ce924c3d344.

[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 (FPR=1e-4): 93.7. Result ID: 69dcb1c947f34ce924c3d342.

[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 (FPR=1e-4): 93.6. Result ID: 69dcb1c947f34ce924c3d33e.

[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.

### MobileFaceNet

TPR (FPR=1e-4): 92.8. Result ID: 69dcb1c947f34ce924c3d33c.

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

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

### EdgeFace-XS(0.6)

TPR (FPR=1e-4): 92.7. Result ID: 69dcb1c947f34ce924c3d340.

[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.

### ShuffleFaceNet-1.5

TPR (FPR=1e-4): 92.3. Result ID: 69dcb1c947f34ce924c3d33d.

[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 (FPR=1e-4): 91.2. Result ID: 69dcb1c947f34ce924c3d341.

[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.

### FaceLiVTv2-XS

TPR (FPR=1e-4): 90.67. Result ID: 69dcb1c947f34ce924c3d343.

[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.

### ResNet50-ArcFace

TPR (FPR=1e-4): 89.9. Result ID: 69dcb1c947f34ce924c3d33f.

[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.

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