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book

Benchmarks

Task NameDataset NameSOTA ResultTrend
RecommendationBook
Recall@2016.62
24
Named Entity RecognitionBook (test)
F1 Score78.36
10
Document Image RectificationBook100
MSSIM0.48
9
RecommendationBook Amazon (test)
Recall@103.11
8
RecommendationBook Public (test)
AUC71.49
8
Density Estimationbook discrete (test)
Log-Likelihood-33.83
7
Runtime Evaluationbook
Runtime (s)0.851
5
Runtime Efficiencybook 25% query size
Runtime (seconds)0.857
5
MAP Inferencebook 50% query size
Runtime (s)0.869
5
Diversity RerankingBook
C@147.86
3
Federated RecommendationBook
Resource Usage1,628,856
3
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