Binary Classification on CIFAR-10 (test)
90.4AccuracyOracle-Soft
Evaluation Results
| Method | Links | |
|---|---|---|
| Oracle-SoftClass Prior=0.82023.10 | 90.4 | |
| Oracle-HardClass Prior=0.82023.10 | 89.7 | |
| Oracle-HardClass Prior=0.22023.10 | 89.4 | |
| Oracle-SoftClass Prior=0.22023.10 | 89.3 | |
| Oracle-SoftClass Prior=0.52023.10 | 87.7 | |
| ConfDiff-ABSClass Prior=0.82023.10 | 87.4 | |
| Oracle-HardClass Prior=0.52023.10 | 87.1 | |
| ConfDiff-ABSClass Prior=0.22023.10 | 86.2 | |
| Pcomp-ReLUClass Prior=0.82023.10 | 85.1 | |
| ConfDiff-ReLUClass Prior=0.82023.10 | 85.1 | |
| Pcomp-ABSClass Prior=0.82023.10 | 84.9 | |
| ConfDiff-ReLUClass Prior=0.22023.10 | 84.4 | |
| ConfDiff-ABSClass Prior=0.52023.10 | 84.3 | |
| Pcomp-TeacherClass Prior=0.22023.10 | 83.6 | |
| ConfDiff-ReLUClass Prior=0.52023.10 | 83 | |
| Pcomp-TeacherClass Prior=0.82023.10 | 82.1 | |
| Pcomp-ReLUClass Prior=0.22023.10 | 80 | |
| Pcomp-ABSClass Prior=0.22023.10 | 80 | |
| ConfDiff-UnbiasedClass Prior=0.82023.10 | 79.4 | |
| ConfDiff-UnbiasedClass Prior=0.22023.10 | 78.9 | |
| Pcomp-TeacherClass Prior=0.52023.10 | 77.9 | |
| Pcomp-UnbiasedClass Prior=0.22023.10 | 77.6 | |
| Pcomp-UnbiasedClass Prior=0.82023.10 | 73.7 | |
| ConfDiff-UnbiasedClass Prior=0.52023.10 | 72 | |
| Pcomp-UnbiasedClass Prior=0.52023.10 | 70.3 | |
| Pcomp-ReLUClass Prior=0.52023.10 | 60.2 | |
| Pcomp-ABSClass Prior=0.52023.10 | 58.3 |