Shifts Dataset

The Shifts Dataset: a large, standardized dataset for evaluation of uncertainty estimates and robustness to realistic, curated distributional shift.

Data and Resources

Cite this as

Andrey Malinin, Neil Band, Yarin Gal, Mark J. F. Gales, Alexander Ganshin, Andrey Ploskonosov, Vatsal Raina, Vyas Raina, German Chesnokov, Liudmila Prokhorenkova, Denis Roginskiy, Alexey Noskov, Ivan Provilkov, Mariya Shmatova, Panos Tigas, Boris Yangel (2024). Dataset: Shifts Dataset. https://doi.org/10.57702/f6i5kf3c

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2107.07455
Author Andrey Malinin
More Authors
Neil Band
Yarin Gal
Mark J. F. Gales
Alexander Ganshin
Andrey Ploskonosov
Vatsal Raina
Vyas Raina
German Chesnokov
Liudmila Prokhorenkova
Denis Roginskiy
Alexey Noskov
Ivan Provilkov
Mariya Shmatova
Panos Tigas
Boris Yangel
Homepage https://github.com/yandex-research/shifts