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MetaShift

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationMetaShift
Average Accuracy93
33
Image ClassificationMetaShift (test)
Average Accuracy92.1
27
ClassificationMetaShift
Average Worst Group Accuracy89.3
20
Multi-class debiasingMetaShift 10-class
Worst-group Acc (p=12%)70.08
3
Multi-class debiasingMetaShift 2-class
Worst-group Accuracy (p=12%)77.78
3
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