Area under the ROC curve (AUC) of a threshold classifier with ODIN preprocessing (T: temperature, ε: perturbation strength)

AUC with ODIN: AwA2 T=1000, varying ε — input: AwA2
T=1000, varying ε

AUC with ODIN: AwA2 T=1, varying ε — input: AwA2
T=1, varying ε

AUC with ODIN: AwA2 ε=0, varying T — input: AwA2
ε=0, varying T

AUC with ODIN: DAVIS T=1000, varying ε — input: DAVIS
T=1000, varying ε

AUC with ODIN: DAVIS T=1, varying ε — input: DAVIS
T=1, varying ε

AUC with ODIN: DAVIS ε=0, varying T — input: DAVIS
ε=0, varying T

AUC with ODIN: Gaussian T=1000, varying ε — input: Gaussian noise
T=1000, varying ε

AUC with ODIN: Gaussian T=1, varying ε — input: Gaussian noise
T=1, varying ε

AUC with ODIN: Gaussian ε=0, varying T — input: Gaussian noise
ε=0, varying T

AUC with ODIN: Uniform T=1000, varying ε — input: Uniform noise
T=1000, varying ε

AUC with ODIN: Uniform T=1, varying ε — input: Uniform noise
T=1, varying ε

AUC with ODIN: Uniform ε=0, varying T — input: Uniform noise
ε=0, varying T

AUC with ODIN: Binary T=1000, varying ε — input: Binary noise
T=1000, varying ε

AUC with ODIN: Binary T=1, varying ε — input: Binary noise
T=1, varying ε

AUC with ODIN: Binary ε=0, varying T — input: Binary noise
ε=0, varying T