Logit#

class scio.scores.Logit(*, act_norm=None, mode='raw')[source]#

Bases: BaseScoreClassif

Logit for classification.

Conformity is the raw net output (logit).

Parameters:

mode – See BaseScoreClassif.
act_norm – See BaseScore.

References

[HBM+22]

Dan Hendrycks, Steven Basart, Mantas Mazeika, Andy Zou, Joseph Kwon, Mohammadreza Mostajabi, Jacob Steinhardt, and Dawn Song. Scaling Out-of-Distribution detection for real-world settings. In Proceedings of the 39th International Conference on Machine Learning, volume 162 of Proceedings of Machine Learning Research, 8759–8773. 2022. URL: https://proceedings.mlr.press/v162/hendrycks22a.html.