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Beauty

Benchmarks

Task NameDataset NameSOTA ResultTrend
Sequential RecommendationBeauty
Recall@1010.12
42
RecommendationBeauty
Recall@1011.33
39
Sequential RecommendationBeauty
HR@1057.42
30
RecommendationBeauty
P@201.8
30
Top-K RecommendationBeauty
MRR@200.0489
30
Generative RecommendationBeauty
R@108.15
28
Sequential RecommendationBeauty
Recall@55.48
24
Sequential RecommendationBeauty (test)
HR@55.69
21
Sequential RecommendationBeauty
Memory (MB)4,094
18
Sequential RecommendationBeauty Tail Item
Hit Rate @ 1025.57
14
Next-item predictionBeauty (test)
Hits@1092.72
14
Sequential RecommendationBeauty
Recall@55.63
13
Sequential RecommendationBeauty (Head)
H@1065.02
12
Model ExtractionBeauty dataset
N@1035.6
12
Sequential RecommendationBeauty
HR@104.73
11
Top-K RecommendationBeauty (test)
Recall@2014.99
11
RecommendationBeauty (Warm split)
Recall@505.55
11
RecommendationBeauty (cold split)
Recall@502.65
11
Sequential RecommendationBeauty
HR@57.2
10
Multimodal Generative RecommendationBeauty
HR@106.65
10
Next-item predictionBeauty
MRR0.3737
10
Sequential RecommendationBeauty
AUC96.37
8
Attribute estimationBeauty
Hits@100.9594
8
RecommendationBeauty (test)
Recall@100.626
8
Generative RecommendationBeauty
Recall@55.38
7
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