Binary Classification on CIFAR10 (test)
0.93AUCSD-Pcomp-Unbiased
Evaluation results
| Method | Links | |
|---|---|---|
| SD-Pcomp-UnbiasedClass Prior (π+)=0.72026.03 | 0.93 | |
| Convex (γ = 0.2)-ReLUClass Prior (π+)=0.72026.03 | 0.867 | |
| SD-Pcomp-ReLUClass Prior (π+)=0.72026.03 | 0.865 | |
| Convex (γ = 0.5)-ReLUClass Prior (π+)=0.72026.03 | 0.864 | |
| Convex (γ = 0.2)-ABSClass Prior (π+)=0.72026.03 | 0.834 | |
| Convex (γ = 0.8)-ABSClass Prior (π+)=0.72026.03 | 0.757 | |
| Convex (γ = 0.8)-ReLUClass Prior (π+)=0.72026.03 | 0.746 | |
| Convex (γ = 0.5)-ABSClass Prior (π+)=0.72026.03 | 0.746 | |
| SDClass Prior (π+)=0.72026.03 | 0.728 | |
| SD-Pcomp-ABSClass Prior (π+)=0.72026.03 | 0.564 | |
| Pcomp-UnbiasedClass Prior (π+)=0.72026.03 | 0.497 | |
| Pcomp-ReLUClass Prior (π+)=0.72026.03 | 0.457 | |
| Pcomp-ABSClass Prior (π+)=0.72026.03 | 0.406 |