File:Accuracy, Calibration, Sharpness, Dispersion.png

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    Description
    English: Models are assessed via Accuracy, Calibration (residual alignment), Sharpness (minimal uncertainty), and Dispersion (estimate width), enabling objective comparison of UQ techniques.
    Date
    Source https://www.cs.cmu.edu/~epxing/papers/2020/Tran-MLST19.pdf
    Author Kevin Tran, Willie Neiswanger, Junwoong Yoon, Qingyang Zhan, Eric Xing and Zachary W Ulissi

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    Models are assessed via Accuracy, Calibration (residual alignment), Sharpness (minimal uncertainty), and Dispersion (estimate width), enabling objective comparison of UQ techniques.

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    20 December 2019

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    current09:14, 3 February 2026Thumbnail for version as of 09:14, 3 February 2026873 × 1,134 (139 KB)wikimediacommons>Biggerj1Uploaded a work by Kevin Tran, Willie Neiswanger, Junwoong Yoon, Qingyang Zhan, Eric Xing and Zachary W Ulissi from https://www.cs.cmu.edu/~epxing/papers/2020/Tran-MLST19.pdf with UploadWizard

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