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JD.com dataset and benchmarks · SOTA2 Research

Research Datasets

JD.com

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

JD.COM overall

65.47Recall@500

11

Deceptive Review Detection

JD.com Offline

98.8Precision

6

Consumer Choice Prediction

JD.com 80/20 out-of-sample (test)

-0.773Log-likelihood

5

JD.COM tail

18.9Hallucination Rate

3

JD.COM head

17.9Hallucination Rate

3

Generative Recommendation

JD.com Production A/B Test (online)

43Effective IPV Rate

2

E-commerce Risk Management

JD.com Online A/B Test

3.13Average Review Time (min)

2

Popular tasks

Retrieval Generative Recommendation Deceptive Review Detection E-commerce Risk Management Consumer Choice Prediction

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