RFW
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Face Verification | RFW | Min-Group AUROC99.51 | 66 | |
| Calibration | RFW | Worst-group Brier Score0.051 | 66 | |
| Face Verification | RFW | TMR @ FMR 1e-30.966 | 36 | |
| Face Verification | RFW headline settings | AUROC98.9 | 33 | |
| Face Verification | RFW (test) | AUROC (%)99.71 | 33 | |
| Face Verification | RFW | Accuracy (Caucasian)98.57 | 23 | |
| Face Verification | RFW | Equal Opportunity (EO)0.13 | 22 | |
| Face Verification Accuracy and Calibration | RFW (test) | AUROC98.95 | 22 | |
| Face Recognition Probability Calibration | RFW | Brier Score0.039 | 21 | |
| Face Recognition Fairness | RFW (test) | EO Gap (0.1%)6.7 | 11 | |
| Face Recognition | RFW (test) | AUROC (%)98.95 | 11 | |
| Face Verification | RFW (test) | Accuracy (African)70.85 | 9 | |
| Face Recognition | RFW Group D | FMR5.3 | 8 | |
| Face Recognition | RFW Group C | FMR6.4 | 8 | |
| Face Recognition | RFW Group B | FMR2.4 | 8 | |
| Face Recognition | RFW Group A | FMR0.5 | 8 | |
| Face Verification | RFW Indian (test) | TAR @ FAR=0.00176.63 | 5 | |
| Face Verification | RFW Asian (test) | TAR @ FAR=0.00169.17 | 5 | |
| Face Verification | RFW African (test) | TAR @ FAR=0.00177.9 | 5 | |
| Face Verification | RFW Caucasian (test) | TAR @ FAR=0.00165.2 | 5 | |
| Face Verification | RFW | Bias Degree (FPR=1e-5)257.53 | 2 |
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