Visualization.
Since the an extension of Section 4 , here we introduce the brand new visualization out of embeddings to own ID products and you may examples off non-spurious OOD take to sets LSUN (Figure 5(a) ) and you can iSUN (Figure 5(b) ) according to the CelebA task. We could keep in mind that both for low-spurious OOD shot sets, the fresh new function representations from ID and you may OOD was separable, just like observations during the Section 4 .
Histograms.
We and introduce histograms of Mahalanobis point rating and you can MSP rating to have low-spurious OOD test establishes iSUN and you will LSUN according to research by the CelebA task. Because shown during the Contour 7 , both for low-spurious OOD datasets, the findings resemble whatever you establish when you look at the Point cuatro where ID and you may OOD much more separable with Mahalanobis get than just MSP score.