Accuracy metrics

Accuracy class
BinaryAccuracy class
CategoricalAccuracy class
SparseCategoricalAccuracy class
TopKCategoricalAccuracy class
SparseTopKCategoricalAccuracy class

Probabilistic metrics

BinaryCrossentropy class
CategoricalCrossentropy class
SparseCategoricalCrossentropy class
KLDivergence class
Poisson class

Regression metrics

MeanSquaredError class
RootMeanSquaredError class
MeanAbsoluteError class
MeanAbsolutePercentageError class
MeanSquaredLogarithmicError class
CosineSimilarity class
LogCoshError class

Classification metrics based on True/False positives & negatives

AUC class
Precision class
Recall class
TruePositives class
TrueNegatives class
FalsePositives class
FalseNegatives class
PrecisionAtRecall class
SensitivityAtSpecificity class
SpecificityAtSensitivity class

Image segmentation metrics

MeanIoU class

Hinge metrics for "maximum-margin" classification

Hinge class
SquaredHinge class
CategoricalHinge class