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Local-service Recommendation research benchmarks · SOTA2 Research

Local-service Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

28.93CUR

2

Apr 28, 2026

5.59CUR

2

Apr 28, 2026

5.25CUR

2

Apr 28, 2026

Meituan Online Traffic (L ≥ 500, heavy users)

3.12ΔCTR

1

Apr 20, 2026

Meituan Online Traffic 100 ≤ L < 500

2.07Uplift CTR

1

Apr 20, 2026

Meituan Online Traffic 10 ≤ L < 100

1.18ΔCTR

1

Apr 20, 2026

Meituan Online Traffic L < 10, cold users

0.53ΔCTR

1

Apr 20, 2026

Meituan Online Traffic Overall (5% traffic holdout)

2.03Uplift CTR

1

Apr 20, 2026

Popular datasets

Meituan Online Traffic Yelp NYC TKY

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