Published September 5, 2022 | Version 1.0
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Shifts Multiple Sclerosis Lesion Segmentation Dataset Part 2


This archive contains part 2 of Shift Benchmark on Multiple Sclerosis lesion segmentation data. This dataset is provided by the Shifts Project to enable assessment of the robustness of models to distributional shift and the quality of their uncertainty estimates. This part is contains data collected from several different sources and distributed under a CC BY NC SA 4.0 license. Part 1 of the data is available here. A full description of the benchmark is available in To find out more about the Shifts Project, please visit .


This work is supported by the Hasler Foundation, Cambridge University Press and Cambridge Assessment and DeepSea


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AI4Media – A European Excellence Centre for Media, Society and Democracy 951911
European Commission


  • Malinin, Andrey et al. (2022).  Shifts 2.0: Extending The Dataset of Real Distributional Shifts, arXiv:2206.15407