Construct · 1 fields · 1 citations

error consistency: a standalone construct

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Computer vision

a measure of whether a model and humans make errors on the same individual images, beyond what their overall accuracies would predict by chance.

In computer vision, error consistency refers to a measure of whether a model and humans make errors on the same individual images, beyond what their overall accuracies would predict by chance. This meaning comes from Geirhos (2020) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

chance4 fields · 6 citationsjingle · one word, four constructs consistency4 fields · 5 citationsjingle · one word, four constructs error4 fields · 8 citationsjingle · one word, four constructs

References

Geirhos, R., Meding, K., & Wichmann, F. A. (2020). Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency. arXiv. https://doi.org/10.48550/arxiv.2006.16736

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