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Generative Retrieval research benchmarks – Page 2 · SOTA2 Research

Generative Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

D3 (item-holdout)

0.592AUC

4

Jun 26, 2026

D2 (pattern-holdout)

0.609AUC

4

Jun 26, 2026

D2 (item-holdout)

60.68AUC

4

Jun 26, 2026

D1 (pattern-holdout)

59.52AUC

4

Jun 26, 2026

D1 (item-holdout)

59.92AUC

4

Jun 26, 2026

23.94Hit@1

4

Mar 20, 2026

Amazon Sports 5-core filtered (test)

2.29Recall@5

2

Jun 8, 2026

Amazon Toys 5-core filtered (test)

4.02Recall@5

2

Jun 8, 2026

Amazon Beauty 5-core filtered (test)

4.39Recall@5

2

Jun 8, 2026

YouTube Homepage recommendation online (live experiments)

16.8Unique Impressions

1

Jun 19, 2026

YouTube Homepage recommendation (offline)

2Recall@10

1

Jun 19, 2026

Large-scale e-commerce platform Online Traffic A/B (test)

3.5Advertising Revenue Uplift

1

Mar 12, 2026

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