# Face Verification on VGGFace2 (TMR/Gini Metrics)

Source: [Face Verification on VGGFace2 (TMR/Gini Metrics)](<https://www.sota2.com/research/sota/face-verification-on-vggface2-tmr-gini-metrics>)

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

Data updated: 2026-04-14T11:34:17.243Z

Evaluation of face verification performance on the VGGFace2 dataset, specifically reporting True Match Rate (TMR) and Gini coefficients at fixed False Match Rate (FMR) thresholds (1e-3 and 1e-1).

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) | VGGFace2 |
| Metric | TMR @ FMR 1e-3 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [TMR @ FMR 1e-3](<https://www.sota2.com/research/sota/face-verification-on-vggface2-tmr-gini-metrics.md?metric=TMR%20%40%20FMR%201e-3>): Higher is better; unit: SCALAR.

- [TMR @ FMR 1e-1](<https://www.sota2.com/research/sota/face-verification-on-vggface2-tmr-gini-metrics.md?metric=TMR%20%40%20FMR%201e-1>): Higher is better; unit: SCALAR.

- [Gini @ FMR 1e-3](<https://www.sota2.com/research/sota/face-verification-on-vggface2-tmr-gini-metrics.md?metric=Gini%20%40%20FMR%201e-3>): Higher is better; unit: SCALAR.

- [Gini @ FMR 1e-1](<https://www.sota2.com/research/sota/face-verification-on-vggface2-tmr-gini-metrics.md?metric=Gini%20%40%20FMR%201e-1>): Higher is better; unit: SCALAR.

## Recorded results

| Method | TMR @ FMR 1e-3 | Result date | Report paper |
| --- | --- | --- | --- |
| Baseline | 0.68 | Not recorded | 69ddca487d0172140ec79c90 |
| VLEED | 0.246 | Not recorded | 69ddca487d0172140ec79c90 |
| VLEED | 0.231 | Not recorded | 69ddca487d0172140ec79c90 |

### Baseline

TMR @ FMR 1e-3: 0.68. Result ID: 69de262947f34ce924c6af80.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca487d0172140ec79c90.md>)

Recorded evaluation configuration: {"Removed Attribute":"Gender Removal"}. This record does not assert independent reproduction.

### VLEED

TMR @ FMR 1e-3: 0.246. Result ID: 69de262947f34ce924c6af82.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca487d0172140ec79c90.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca487d0172140ec79c90.md>)

Recorded evaluation configuration: {"Removed Attribute":"Ethnicity Removal","Regularization parameter (λ)":"10"}. This record does not assert independent reproduction.

### VLEED

TMR @ FMR 1e-3: 0.231. Result ID: 69de262947f34ce924c6af81.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca487d0172140ec79c90.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca487d0172140ec79c90.md>)

Recorded evaluation configuration: {"Removed Attribute":"Gender Removal","Regularization parameter (λ)":"10"}. This record does not assert independent reproduction.

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