Attribute Classification on LFW (test)
83.86AccuracyFair training
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fair trainingTraining Strategy=Fair, FAAP Integration=No2022.03 | 83.86 | 25 | 28.7 | |
| Normal trainingTraining Strategy=Normal, FAAP Integration=No2022.03 | 83.81 | 35.11 | 55.16 | |
| Unfair training (RG)Training Strategy=Unfair (RG), FAAP Integration=No2022.03 | 83.72 | 50.02 | 83.77 | |
| Unfair training (LF)Training Strategy=Unfair (LF), FAAP Integration=No2022.03 | 83.04 | 48.13 | 81.96 | |
| Unfair training (RG)+FAAPTraining Strategy=Unfair (RG), FAAP Integration=Yes2022.03 | 82.3 | 19.7 | 30.48 | |
| Normal training+FAAPTraining Strategy=Normal, FAAP Integration=Yes2022.03 | 81.34 | 22.81 | 29.14 | |
| Fair training+FAAPTraining Strategy=Fair, FAAP Integration=Yes2022.03 | 80.71 | 15.15 | 11.41 | |
| Unfair training (LF)+FAAPTraining Strategy=Unfair (LF), FAAP Integration=Yes2022.03 | 80.4 | 25.5 | 37.86 | |
| Normal trainingFAAP=false2022.03 | 78.69 | 17.07 | 15.54 | |
| Unfair training (LF)FAAP=false2022.03 | 78.35 | 23.83 | 29.19 | |
| Normal training+FAAPFAAP=true2022.03 | 78.04 | 12.41 | 6.51 | |
| Fair trainingFAAP=false2022.03 | 77.98 | 13.37 | 8 | |
| Fair training+FAAPFAAP=true2022.03 | 77.67 | 10.94 | 5.95 | |
| Unfair training (RG)FAAP=false2022.03 | 77.59 | 27.24 | 36.92 | |
| Unfair training (LF)+FAAPFAAP=true2022.03 | 77.19 | 17.65 | 17.34 | |
| Unfair training (RG)+FAAPFAAP=true2022.03 | 77.1 | 21.28 | 25.08 |