WILDS: A Benchmark of in-the-Wild Distribution Shifts
Paper
•
2012.07421
•
Published
•
1
WILDS is a benchmark of in-the-wild distribution shifts spanning diverse data modalities and applications.
Note Tumor identification across different hospitals
Note Molecular property prediction across different scaffolds
Note Code completion across different codebases
Note Sentiment classification across different users (US only)
Note Sentiment classification across different users
Note Toxicity classification across demographic identities
Note Poverty mapping across different countries