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Papers Benchmarks Datasets Tasks

Meituan Online Traffic dataset and benchmarks · SOTA2 Research

Research Datasets

Meituan Online Traffic

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-slot Guaranteed Display Advertising Allocation

Meituan Online Traffic (70% Gray-Scale)

42.17Merchant ROI

4

Multi-slot Guaranteed Display Advertising Allocation

Meituan Online Traffic (35% Gray-Scale)

4.65Merchant ROI

4

Local-service Recommendation

Meituan Online Traffic (L ≥ 500, heavy users)

3.12ΔCTR

1

Local-service Recommendation

Meituan Online Traffic 100 ≤ L < 500

2.07Uplift CTR

1

Local-service Recommendation

Meituan Online Traffic 10 ≤ L < 100

1.18ΔCTR

1

Local-service Recommendation

Meituan Online Traffic L < 10, cold users

0.53ΔCTR

1

Local-service Recommendation

Meituan Online Traffic Overall (5% traffic holdout)

2.03Uplift CTR

1

Popular tasks

Local-service Recommendation Multi-slot Guaranteed Display Advertising Allocation

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