Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure

Journal of Big Data

Table 1 Comparison of Failure Prediction Model using Different Datasets

Dataset	AUPR-Success	AUPR-Error	AUC	FPR-95%-TPR
MNIST MLP	36.62	35.33	98.04	21.60
MNIST Small ConvNet	43.26	31.03	93.44	75.63
SVHN	63.89	30.04	93.40	58.92
CIFAR-10	151.22	32.05	86.77	51.87
CIFAR-100	90.64	43.51	89.19	38.73
ConfidNet	28.36	61.54	86.84	76.21