AgeDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Face Verification | AgeDB-30 | Accuracy98.82 | 204 | |
| Face Verification | AgeDB | Accuracy98.7 | 55 | |
| Face Recognition | AGEDB | Accuracy98.58 | 33 | |
| Age Estimation | AgeDB-DIR v1 (test) | MAE8.42 | 24 | |
| Face Verification | AgeDB-30 (test) | Accuracy98.38 | 24 | |
| Face Verification | AgeDB-30 | TAR (%)98.15 | 20 | |
| Age Estimation | AgeDB-DIR 1.0 (Few) | bMAE10.59 | 18 | |
| Age Estimation | AgeDB-DIR 1.0 (Med.) | bMAE7.12 | 18 | |
| Age Estimation | AgeDB-DIR 1.0 (Many) | bMAE6.34 | 18 | |
| Age Estimation | AgeDB-DIR 1.0 (All) | BMAE7.82 | 18 | |
| Face Verification | AgeDB (val) | Accuracy98.28 | 16 | |
| Age Prediction | AgeDB-DIR v1 (test) | MSE (All)81.76 | 14 | |
| Imbalanced Regression | AgeDB-DIR | MAE (all)6.99 | 14 | |
| Age Estimation | AgeDB (val) | Age MAE5.55 | 13 | |
| Face Verification | AgeDB 1:1 verification 29 | Accuracy98.6 | 13 | |
| Face Verification | AgeDB (test) | Verification Accuracy98.31 | 10 | |
| Age Estimation | AgeDB-DIR (test) | MAE (All)7.22 | 7 | |
| Regression | AgeDB | RMSE14.01 | 6 | |
| Uncertainty Estimation | AgeDB-DIR Few | NLL4.196 | 5 | |
| Uncertainty Estimation | AgeDB-DIR (Med) | NLL3.805 | 5 | |
| Uncertainty Estimation | AgeDB-DIR (Many) | NLL3.598 | 5 | |
| Uncertainty Estimation | AgeDB-DIR (All) | NLL3.703 | 5 | |
| Face Verification | AgeDB | Type-I TAR85.5 | 4 | |
| Facial Template Inversion | AgeDB | MS-SSIM0.2377 | 4 | |
| Face Image Quality Assessment | AgeDB 30 | Config Value (1e-3)0.0262 | 4 |
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