Face Recognition Confidence Calibration on Adience
1.14ECEPIC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PICFRS=PFE, FMR=10^-32022.11 | 1.14 | 6.36 | |
| PICFRS=MagFace, FMR=10^-32022.11 | 1.38 | 13 | |
| PICFRS=ArcFace, FMR=10^-32022.11 | 1.48 | 18 | |
| PICFRS=QMagFace, FMR=10^-32022.11 | 1.5 | 13.29 | |
| PICFRS=FaceNet, FMR=10^-32022.11 | 2.9 | 15.55 | |
| UPMCFRS=PFE, FMR=10^-32022.11 | 4.36 | 90.83 | |
| LRCFRS=PFE, FMR=10^-32022.11 | 15.04 | 93.06 | |
| LRCFRS=MagFace, FMR=10^-32022.11 | 18.73 | 98.69 | |
| LRCFRS=QMagFace, FMR=10^-32022.11 | 18.73 | 98.15 | |
| LRCFRS=ArcFace, FMR=10^-32022.11 | 19.31 | 98.7 | |
| DTCFRS=ArcFace, FMR=10^-32022.11 | 20.89 | 50.46 | |
| DTCFRS=MagFace, FMR=10^-32022.11 | 22.43 | 50.56 | |
| DTCFRS=FaceNet, FMR=10^-32022.11 | 23.45 | 41.56 | |
| LRCFRS=FaceNet, FMR=10^-32022.11 | 24.68 | 97.62 | |
| ERBCFRS=FaceNet, FMR=10^-32022.11 | 26.19 | 56.4 | |
| DTCFRS=QMagFace, FMR=10^-32022.11 | 31.79 | 46.96 | |
| ERBCFRS=PFE, FMR=10^-32022.11 | 36.65 | 85.07 | |
| ERBCFRS=ArcFace, FMR=10^-32022.11 | 38.53 | 83.53 | |
| ERBCFRS=QMagFace, FMR=10^-32022.11 | 39.25 | 86.79 | |
| DTCFRS=PFE, FMR=10^-32022.11 | 40 | 48.87 | |
| ERBCFRS=MagFace, FMR=10^-32022.11 | 40.13 | 83.9 | |
| PFESFRS=PFE, FMR=10^-32022.11 | 50.19 | 57.73 |