Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks

arXiv:2107.07455 · cs.LG, cs.AI, stat.ML · Submitted 2021-07-15 · Read on arXiv

cs.LG, cs.AI, stat.ML

Submitted: 2021-07-15

Updated: 2022-02-11

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Robustness — 3× in this paper · explained in 5 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Uncertainty Quantification — 1× in this paper · explained in 9 episodes

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