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Papers Benchmarks Datasets Tasks

Criteo Uplift dataset and benchmarks · SOTA2 Research

Research Datasets

Criteo Uplift

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Online Conversion Optimization

Criteo Uplift 100K users (held-out set)

46Total Conversions

20

Uplift Modeling

CRITEO-UPLIFT

0.39LIFT@30

12

Budget-constrained treatment allocation

Criteo Uplift 1.4M scale

33Conversions

4

Budget-constrained treatment allocation

Criteo Uplift 500K scale

32Conversions

4

Budget-constrained treatment allocation

Criteo Uplift 100K scale

44Conversions

4

Popular tasks

Budget-constrained treatment allocation Uplift Modeling Online Conversion Optimization

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