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Papers Benchmarks Datasets Tasks

Recommendation research benchmarks – Page 29 · SOTA2 Research

Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Taobao 'Guess What You Like' homepage feed A/B Test (online)

1.93IPV

1

Feb 26, 2026

Production large-scale recommendation system (Online A/B Test)

0.133Standard Deviation (SD)

1

Apr 15, 2026

Industrial Recommendation System 7-day (online A B test)

279Video View Count [0, 5k)

1

Feb 26, 2026

2.05Peak Performance

1

Feb 26, 2026

Online A/B test Feed Scenario

1.29IPV

1

Feb 26, 2026

Online A/B Item Scenario (test)

3.64IPV

1

Feb 26, 2026

Kuaishou Lite Online A/B (test)

0.001Total App Usage Time

1

Feb 26, 2026

Short-video platform Scenario#2 online (test)

0.043LT7 Score

1

Feb 26, 2026

Short-video platform Scenario#1 online (test)

0.042LT7

1

Feb 26, 2026

Kuaishou Shopping #3 (online A/B test)

1.037GMV Lift

1

Feb 26, 2026

Kuaishou Shopping#2 online A/B (test)

5.612GMV Uplift

1

Feb 26, 2026

Kuaishou Shopping online A/B #1 (test)

3.208GMV

1

Feb 26, 2026

Page 29 of 29

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