Table 4:
Dataset-Superclass (Subclass) | Difference in Subclass Prevalence (High Error Cluster, Low Error Cluster) | Overall Subclass Prevalence |
---|---|---|
CXR14-Pneumothorax (Drains) | 0.68 (0.17, 0.84) | 0.80 |
CIFAR-Carnivores (Bears) | 0.30 (0.36, 0.06) | 0.20 |
CIFAR-Outdoor (Forest) | 0.28 (0.36, 0.08) | 0.20 |
CIFAR-Household (Lamp) | 0.16 (0.28, 0.12) | 0.20 |
MURA-Abnormal (Hardware) | 0.03 (0.29, 0.26) | 0.11 |
MURA-Abnormal (Degenerative) | 0.04 (0.12, 0.08) | 0.43 |