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Item Recommendation on Amazon Reviews Beauty & Personal care (cold-start)
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47.7
Hit Rate @ 1
ItemRAG
34.076
37.613
41.15
44.687
Nov 19, 2025
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 5
N@3
N@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 5
N@3
N@5
ItemRAG
2025.11
47.7
70.7
83.7
60.9
66.2
CoRAL
2025.11
38.5
60.9
73.3
51.5
56.8
ICL
2025.11
37.1
61.6
76.4
51.3
56.9
AdaptRec
2025.11
37
60.4
75.5
50.1
56.1
ReACT
2025.11
35.3
58.4
72
50.4
53.8
Zero-shot
2025.11
34.6
57.7
72.9
48
54.2
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