Image Classification on CelebA-HQ (train)
92.104AccuracyS2MAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| S2MAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=8.42026.04 | 92.104 | 41.5 | |
| FlexMatchLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=35.22026.04 | 91.85 | 44.5 | |
| S2MAM-FLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.52026.04 | 91.683 | 43.1 | |
| SemiRewardLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=28.62026.04 | 90.625 | 46.2 | |
| SALELabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=9.82026.04 | 88.05 | 55 | |
| RERLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.12026.04 | 85.912 | 52.5 | |
| SSNPLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=4.52026.04 | 84.44 | 51 | |
| AWSSLLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=6.22026.04 | 84.11 | 51.2 | |
| RGLLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=7.52026.04 | 82.559 | 60.5 | |
| f-FMELabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=3.52026.04 | 81.334 | 59 | |
| LapSVMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=1.82026.04 | 76.505 | 65.5 | |
| CSAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.52026.04 | 65.109 | 77.5 | |
| TSpAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=5.92026.04 | 64.882 | 78.1 | |
| SpAMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=2.12026.04 | 60.255 | 90.2 | |
| l1-SVMLabel Ratio=0.5%, Backbone=standard CNN, Training Time (min)=0.82026.04 | 58.412 | 81.5 |