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Papers Benchmarks Datasets Tasks

Recommendation Reranking research benchmarks · SOTA2 Research

Recommendation Reranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.149NDCG@10

5

May 26, 2026

Amazon Baby (test)

0.191NDCG@10

5

May 26, 2026

Industrial streaming dataset (Discovery)

Rewrite + Trained Reasoner

92.9Recall@1 Delta (%)

5

Feb 26, 2026

YouTube news (Right-leaning sessions)

64AUC

4

Jun 4, 2026

YouTube news (Right-right sessions)

2.19Entropy

4

Jun 4, 2026

YouTube news Right sessions

2.23Entropy

4

Jun 4, 2026

YouTube news (All sessions)

75Mean AUC

4

Jun 4, 2026

Amazon Sports (test)

17.3NDCG@10

3

May 26, 2026

Leading content platform Online A/B Test (live traffic)

0.095Watch Time Uplift (%)

1

Apr 29, 2026

Popular datasets

Youtube News Yelp Amazon Amazon Baby Industrial streaming dataset

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