# Face Verification on JANUS CS2 (verification)

Source: [Face Verification on JANUS CS2 (verification)](<https://www.sota2.com/research/sota/face-verification-on-janus-cs2-verification>)

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

Data updated: 2026-02-26T06:05:50.555Z

Evaluation of face verification performance on the JANUS CS2 dataset (verification split), typically measured using TAR (True Acceptance Rate) at specific FAR (False Acceptance Rate) thresholds.

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 Verification |
| Dataset (including any stated split) | JANUS CS2 (verification) |
| Metric | TAR @ FAR=0.01 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [TAR @ FAR=0.01](<https://www.sota2.com/research/sota/face-verification-on-janus-cs2-verification.md?metric=TAR%20%40%20FAR%3D0.01>): Higher is better; unit: PERCENT.

- [TAR @ FAR=0.001](<https://www.sota2.com/research/sota/face-verification-on-janus-cs2-verification.md?metric=TAR%20%40%20FAR%3D0.001>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TAR @ FAR=0.01 | Result date | Report paper |
| --- | --- | --- | --- |
| Augmented Faces | 92.6 | Not recorded | 68fa62671e209131ce9f92de |
| Chen et al. | 92.1 | Not recorded | 68fa62671e209131ce9f92de |
| Chen et al. | 64.9 | Not recorded | 68fa62671e209131ce9f92de |
| COTS | 58.1 | Not recorded | 68fa62671e209131ce9f92de |
| GOTS | 46.7 | Not recorded | 68fa62671e209131ce9f92de |
| Fisher Vector | 41.1 | Not recorded | 68fa62671e209131ce9f92de |

### Augmented Faces

TAR @ FAR=0.01: 92.6. Result ID: 698bd7ff7a967eddb771bc20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

[Implementation](<https://www.sota2.com/www.openu.ac.il/home/hassner/projects/augmented_faces>)

Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction.

### Chen et al.

TAR @ FAR=0.01: 92.1. Result ID: 698bd7ff7a967eddb771bc1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62621e209131ce9f904c.md>)

Recorded evaluation configuration: {"Fine-tuning":"true"}. This record does not assert independent reproduction.

### Chen et al.

TAR @ FAR=0.01: 64.9. Result ID: 698bd7ff7a967eddb771bc1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62621e209131ce9f904c.md>)

Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction.

### COTS

TAR @ FAR=0.01: 58.1. Result ID: 698bd7ff7a967eddb771bc1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction.

### GOTS

TAR @ FAR=0.01: 46.7. Result ID: 698bd7ff7a967eddb771bc1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction.

### Fisher Vector

TAR @ FAR=0.01: 41.1. Result ID: 698bd7ff7a967eddb771bc1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62671e209131ce9f92de.md>)

Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction.

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