Epinions
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Epinions (test)
12.57Recall@20
42
Epinions
0.867AUC
36
Epinions 1.0 (unobserved users)
0.408MRR
27
Epinions 1.0 (observed users)
0.614MRR
27
Epinions
0.136R@20
25
Epinions (test)
95.93F1 Score
21
Epinions
0.679SSI
18
Epinions (80%-10%-10%)
70.18MRR
16
Epinions (70%-15%-15%)
0.477MRR
16
Epinions (80%-10%-10%)
0.881MRR
16
Epinions (70%-15%-15%)
0.717MRR
16
Epinions (test)
76.4BACC
14
Epinions
99.9Accuracy
14
Epinions 20% (synthetic)
8.91Recall@10
14
Epinions (observed users)
94.01AP
13
Epinions
79.81AUC
12
Epinions
92F1-micro
10
Epinions (80% train)
0.817MAE
9
Epinions (60% train)
0.844MAE
9
Epinions-Extend 80/20 (test)
0.177Recall@10
9
Epinions
0.778MAE
8
Epinions (unobserved users)
95.27AP
7
Epinions
0.933F1
6
Epinions
89.9AUC
4
Epinions
4Relevance
3