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Item Recommendation on Amazon Reviews Toys & Games (cold-start)
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48.7
Hit Rate @ 1
ItemRAG
37.78
40.615
43.45
46.285
Nov 19, 2025
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 5
NDCG @ 3
NDCG @ 5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit Rate @ 1
Hit Rate @ 3
Hit Rate @ 5
NDCG @ 3
NDCG @ 5
ItemRAG
2025.11
48.7
71.9
83.2
61.9
66.7
ICL
2025.11
40.5
66.1
79.1
55.1
60.7
Zero-shot
2025.11
39.3
62.5
76.5
52.7
58.5
ReACT
2025.11
39
61.9
76.2
52.2
57.9
CoRAL
2025.11
39
61.2
74
51.7
57
AdaptRec
2025.11
38.2
64.4
78.6
53.3
59.7
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