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SOTA Cross-domain Recommendation benchmarks and papers with code | Wizwand
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Cross-domain Recommendation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Food Kitchen
LGCD
HR@5
30.93
32
10d ago
Book Movie-Book
LGCD
HR@5
5.9
16
10d ago
Movie-Book
LGCD
HR@5
4.82
16
10d ago
Amazon Book → Music
S2CDR
HR
27.82
15
1mo ago
Amazon Book & Music (Music -> Book)
S2CDR
HR
19.05
15
1mo ago
Amazon Movie & Music Movie → Music
S2CDR
Hit Rate (HR)
31.39
15
1mo ago
Amazon Movie & Music (Music → Movie)
S2CDR
HR
37.03
15
1mo ago
Douban Movie → Book
S2CDR
HR
31.72
15
1mo ago
Douban Book → Movie
S2CDR
HR
54.3
15
1mo ago
QK age
CMF
Recall@10
2.82
10
1mo ago
QK gender
CLFM
Recall@10
0.0277
10
1mo ago
QB age
BiTGCF
Recall@10
27.36
10
1mo ago
QB gender
CLFM
Recall@10
0.2825
10
1mo ago
Amazon Toys → Sports
PPA
HR@5
3.46
9
1mo ago
Amazon Sports → Toys
Multi-TAP
HR@5
2.18
9
1mo ago
Amazon Sports → Home
Multi-TAP
HR@5
3.41
9
1mo ago
Amazon Home → Sports
Multi-TAP
HR@5
2.74
9
1mo ago
Amazon Cloth → Home
PPA
HR@5
3.41
9
1mo ago
Amazon Home → Cloth
Multi-TAP
HR@5
3.71
9
1mo ago
Amazon Toys → Elec
Multi-TAP
HR@5
4.33
9
1mo ago
Amazon Elec → Toys
Multi-TAP
HR@5
3.98
9
1mo ago
Amazon Sports → Elec
Multi-TAP
HR@5
2.88
9
1mo ago
Amazon Elec → Sports
PPA
HR@5
2.03
9
1mo ago
Amazon Cloth → Elec
PPA
HR@5
2.58
9
1mo ago
Amazon Elec → Cloth
Multi-TAP
HR@5
2.18
9
1mo ago
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