# Face Verification on RFW headline settings Source: [Face Verification on RFW headline settings]() Collection index: [llms.txt]() Data updated: 2026-06-04T12:09:47.354Z Evaluation of Face Verification performance on the Racial Face in the Wild (RFW) dataset under the specific 'headline settings' configuration, reporting AUROC. 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) | RFW headline settings | | Metric | AUROC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | AC-Density | 98.9 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-MLP | 98.7 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-Linear | 98.7 | Not recorded | 6a2106f9c10484bac23f06bd | | FairCal | 98.6 | Not recorded | 6a2106f9c10484bac23f06bd | | DemoNorm† | 98.5 | Not recorded | 6a2106f9c10484bac23f06bd | | Oracle† | 98.5 | Not recorded | 6a2106f9c10484bac23f06bd | | Baseline | 98.4 | Not recorded | 6a2106f9c10484bac23f06bd | | FALCON | 98.4 | Not recorded | 6a2106f9c10484bac23f06bd | | FRAPPE | 98.4 | Not recorded | 6a2106f9c10484bac23f06bd | | GST† | 98.4 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-Density | 98.4 | Not recorded | 6a2106f9c10484bac23f06bd | | FSN | 98.1 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-MLP | 98 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-Linear | 98 | Not recorded | 6a2106f9c10484bac23f06bd | | FairCal | 97.8 | Not recorded | 6a2106f9c10484bac23f06bd | | Oracle† | 97.6 | Not recorded | 6a2106f9c10484bac23f06bd | | FALCON | 97.5 | Not recorded | 6a2106f9c10484bac23f06bd | | DemoNorm† | 97.5 | Not recorded | 6a2106f9c10484bac23f06bd | | Baseline | 97.4 | Not recorded | 6a2106f9c10484bac23f06bd | | GST† | 97.4 | Not recorded | 6a2106f9c10484bac23f06bd | | FRAPPE | 97.3 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-Density | 97.3 | Not recorded | 6a2106f9c10484bac23f06bd | | FSN | 97.2 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-Linear | 96.4 | Not recorded | 6a2106f9c10484bac23f06bd | | AC-MLP | 96.3 | Not recorded | 6a2106f9c10484bac23f06bd | | FairCal | 96.1 | Not recorded | 6a2106f9c10484bac23f06bd | | Oracle† | 95.9 | Not recorded | 6a2106f9c10484bac23f06bd | | FALCON | 95.7 | Not recorded | 6a2106f9c10484bac23f06bd | | FRAPPE | 95.7 | Not recorded | 6a2106f9c10484bac23f06bd | | GST† | 95.7 | Not recorded | 6a2106f9c10484bac23f06bd | | DemoNorm† | 95.7 | Not recorded | 6a2106f9c10484bac23f06bd | | Baseline | 95.6 | Not recorded | 6a2106f9c10484bac23f06bd | | FSN | 95.3 | Not recorded | 6a2106f9c10484bac23f06bd | ### AC-Density AUROC: 98.9. Result ID: 6a216ad6fbc373592c1e6924. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-MLP AUROC: 98.7. Result ID: 6a216ad6fbc373592c1e691e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-Linear AUROC: 98.7. Result ID: 6a216ad6fbc373592c1e6921. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FairCal AUROC: 98.6. Result ID: 6a216ad6fbc373592c1e6909. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### DemoNorm† AUROC: 98.5. Result ID: 6a216ad6fbc373592c1e6918. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### Oracle† AUROC: 98.5. Result ID: 6a216ad6fbc373592c1e691b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### Baseline AUROC: 98.4. Result ID: 6a216ad6fbc373592c1e6906. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FALCON AUROC: 98.4. Result ID: 6a216ad6fbc373592c1e690c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FRAPPE AUROC: 98.4. Result ID: 6a216ad6fbc373592c1e690f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### GST† AUROC: 98.4. Result ID: 6a216ad6fbc373592c1e6915. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### AC-Density AUROC: 98.4. Result ID: 6a216ad6fbc373592c1e6923. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### FSN AUROC: 98.1. Result ID: 6a216ad6fbc373592c1e6912. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AdaFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-MLP AUROC: 98. Result ID: 6a216ad6fbc373592c1e691d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-Linear AUROC: 98. Result ID: 6a216ad6fbc373592c1e6920. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### FairCal AUROC: 97.8. Result ID: 6a216ad6fbc373592c1e6908. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### Oracle† AUROC: 97.6. Result ID: 6a216ad6fbc373592c1e691a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"true"}. This record does not assert independent reproduction. ### FALCON AUROC: 97.5. Result ID: 6a216ad6fbc373592c1e690b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### DemoNorm† AUROC: 97.5. Result ID: 6a216ad6fbc373592c1e6917. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"true"}. This record does not assert independent reproduction. ### Baseline AUROC: 97.4. Result ID: 6a216ad6fbc373592c1e6905. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### GST† AUROC: 97.4. Result ID: 6a216ad6fbc373592c1e6914. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"true"}. This record does not assert independent reproduction. ### FRAPPE AUROC: 97.3. Result ID: 6a216ad6fbc373592c1e690e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-Density AUROC: 97.3. Result ID: 6a216ad6fbc373592c1e6925. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FSN AUROC: 97.2. Result ID: 6a216ad6fbc373592c1e6911. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"R100","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-Linear AUROC: 96.4. Result ID: 6a216ad6fbc373592c1e6922. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### AC-MLP AUROC: 96.3. Result ID: 6a216ad6fbc373592c1e691f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FairCal AUROC: 96.1. Result ID: 6a216ad6fbc373592c1e690a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### Oracle† AUROC: 95.9. Result ID: 6a216ad6fbc373592c1e691c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### FALCON AUROC: 95.7. Result ID: 6a216ad6fbc373592c1e690d. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FRAPPE AUROC: 95.7. Result ID: 6a216ad6fbc373592c1e6910. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### GST† AUROC: 95.7. Result ID: 6a216ad6fbc373592c1e6916. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### DemoNorm† AUROC: 95.7. Result ID: 6a216ad6fbc373592c1e6919. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"true"}. This record does not assert independent reproduction. ### Baseline AUROC: 95.6. Result ID: 6a216ad6fbc373592c1e6907. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. ### FSN AUROC: 95.3. Result ID: 6a216ad6fbc373592c1e6913. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MagFace","Dem-aware":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.