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Industrial Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Sequence ModelingIndustrial Dataset
AUC64.55
48
Discriminative RankingIndustrial Dataset
AUC0.7184
15
Generative RetrievalIndustrial Dataset
Reconstruction Loss0.0031
14
RecommendationIndustrial Dataset
Step3,675
14
CTR PredictionIndustrial dataset (test)
AUC73.26
11
Pay Predictionindustrial dataset
AUC81.94
10
CTCVR PredictionIndustrial dataset
CTCVR AUC0.8495
10
Generative RecommendationIndustrial Dataset (test)
HR@100.0196
10
RecommendationIndustrial Dataset Taobao (test)
HR@30.5254
9
Generative RecommendationIndustrial Dataset in-house (conversion target set)
Recall@526.21
8
CTCVR PredictionIndustrial Dataset Popular items (online > 300 days)
CTCVR AUC0.8498
8
CTR PredictionIndustrial Dataset Popular items (online > 300 days)
CTR AUC70.05
8
CTCVR PredictionIndustrial Dataset New items (online < 20 days)
CTCVR AUC0.835
8
CTR PredictionIndustrial Dataset New items (online < 20 days)
CTR AUC0.6869
8
Discriminative RankingIndustrial Dataset (test)
Reconstruction Loss0.0031
7
Multi-Label Conversion Rate PredictionIndustrial Dataset Huawei Online Advertising Platform (test)
Action A AUC0.851
7
Discriminative recommendationIndustrial dataset offline
UAUC0.6669
5
Long-sequence modelingindustrial dataset 10k sequence length
AUC64.44
4
User Acceptance ScoringIndustrial Dataset
K-alpha0.796
4
CVR PredictionIndustrial Dataset (test)
AUC0.8635
4
Generative RecommendationIndustrial dataset A/B test (online)
Stay Time / U2,672
3
Generative RecommendationIndustrial dataset (offline)
MRR62.8
3
Discriminative RecommendationIndustrial Dataset (New Users)
SD/U5,090
3
Discriminative RecommendationIndustrial Dataset (Existing Users)
SD/U37,737
3
IdentificationIndustrial Dataset
Accuracy98.4
3
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