OODOutput

class dataeval.detectors.ood.OODOutput(is_ood: ndarray[Any, dtype[bool_]], instance_score: ndarray[Any, dtype[float32]], feature_score: ndarray[Any, dtype[float32]] | None)

Output class for predictions from OOD_AE, OOD_AEGMM, OOD_LLR, OOD_VAE, and OOD_VAEGMM out-of-distribution detectors

is_ood

Array of images that are detected as out of distribution

Type:

NDArray

instance_score

Instance score of the evaluated dataset

Type:

NDArray

feature_score

Feature score, if available, of the evaluated dataset

Type:

NDArray | None