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ResearchFormerly WizWand

KuaiRand

Benchmarks

TaskDatasetSOTA resultTrendResults

Recommendation Retrieval

Kuairand Hit@2k

1.56Base@1k

5

New Impression Only Recommendation

KuaiRand 27k

0.852Macro AUC

4

Pacing Strategy Evaluation

KuaiRand

0Shown Radius

3

Sequential CTR Prediction

KuaiRand

0.043Delta AUC

3

KuaiRand

3.97nDCG@10

3

Robust design selection

KuaiRand

2.24Risk

1