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Benchmarks
Direct Recommendation on MovieLens (Hit@1, Hit@3, Hit@10)
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43.2
Hit Rate @ 1
Ours
15.3072
22.5486
29.79
37.0314
Mar 24, 2026
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 10
Delta CL
Updated 4mo ago
Evaluation Results
Method
Method
Links
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 10
Delta CL
Ours
Attribute=G + A + O
2026.03
43.2
49.42
66.06
0.78
Ours
Attribute=Age (A)
2026.03
37.14
49.35
69.72
0
Ours
Attribute=Gender (G)
2026.03
36.92
48.28
73.01
0.6
Ours
Attribute=Occupation (O)
2026.03
34.6
46.57
64.34
0.6
UP5
Attribute=Age (A)
2026.03
21.22
39.22
67.3
2.91
UP5
Attribute=Occupation (O)
2026.03
21
38.5
69
0
UP5
Attribute=G + A + O
2026.03
20.18
38.79
66.78
3.21
UP5
Attribute=Gender (G)
2026.03
16.38
35.04
65.82
4.19
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