On this website we provide more complete results for the original publication [1] as well as code and preprocessed data.

Content is currently being migrated... the page will iteratively be updated...

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• Errata:     There are brackets missing in Equation (1). It should read
  

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• Plots:     False Positive Rates (FPR)     True Positive Rates (FPR)     TPR vs batchsize     ROCs for ODIN     TPR vs FPR (batchsize 10000)     TPR vs FPR (batchsize 1000)     TPR vs FPR (batchsize 100)     TPR vs FPR (batchsize 10)     TPR vs FPR (batchsize 1)     Score distributions
• Visualization of image distributions:    out-of-focus    sensor noise    pixel defects    under-exposure    over-exposure    geometry/color
• coming soon: numeric data, code

• [1] Rémy Sun, Christoph H. Lampert. "KS(conf): A Light-Weight Test if a Multiclass Classifier Operates Outside of Its Specifications". International Journal of Computer Vision (IJCV). (local PDF version with correct Eq.(1))