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Beauty

Benchmarks

Task NameDataset NameSOTA ResultTrend
Sequential RecommendationBeauty
HR@1057.42
58
RecommendationBeauty
NDCG@552.17
48
Sequential RecommendationBeauty
Hit Rate @ 2014.03
43
Sequential RecommendationBeauty
Recall@1010.12
42
Sequential RecommendationBeauty (test)
NDCG@54.29
36
RecommendationBeauty
P@201.8
30
Top-K RecommendationBeauty
MRR@200.0489
30
Generative RecommendationBeauty
R@108.15
28
Sequential RecommendationBeauty Tail
Hit Rate@100.0645
27
Sequential RecommendationBeauty Overall
H@106.44
27
Multi-turn information acquisitionBeauty
Success Rate82.9
25
Session-based RecommendationBeauty
Hit Rate@53.49
24
Sequential RecommendationBeauty
Recall@55.48
24
Sequential RecommendationBeauty
Memory (MB)4,094
18
Sequential RecommendationBeauty
Coverage@1086.12
15
Sequential RecommendationBeauty Tail Item
Hit Rate @ 1025.57
14
Next-item predictionBeauty (test)
Hits@1092.72
14
Sequential RecommendationBeauty
Recall@2012.77
13
Multi-objective Re-rankingBeauty
Hit Rate @ 560.78
13
Sequential RecommendationBeauty leave-one-out
R@106.39
13
Sequential RecommendationBeauty
Recall@55.63
13
Sequential RecommendationBeauty (Head)
H@1065.02
12
Model ExtractionBeauty dataset
N@1035.6
12
Sequential RecommendationBeauty
HR@56.49
11
Top-K RecommendationBeauty (leave-one-out split)
Recall@108.09
11
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