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FD-Shifts: A Benchmark for Failure Detection under Distribution Shifts in Image Classification (fd_shifts)

Authors: Paul F. Jäger, Carsten T. Lüth, Lukas Klein, Till J. Bungert

This repository contains a framework for benchmarking failure detection methods under distribution shifts in image classification featuring implementations of baseline methods, data sets and metrics. Additionally to a wide range of built-in methods, this framework can be used to evaluate and compare new methods, models and datasets.

FD-Shifts: A Benchmark for Failure Detection under Distribution Shifts in Image Classification Image
License
Apache 2.0

FD-Shifts: A Benchmark for Failure Detection under Distribution Shifts in Image Classification in Helmholtz Imaging Modalities:

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