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Item Recommendation on Amazon Reviews Sports & Outdoors (cold-start)
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51.3
Hit Rate @ 1
ItemRAG
42.564
44.832
47.1
49.368
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
51.3
74.7
88
64.3
70.2
ICL
2025.11
45.6
69.7
83.9
59.4
65.3
AdaptRec
2025.11
45.2
68.9
83
58.8
64.6
CoRAL
2025.11
45
68.2
81.4
58.6
63.4
Zero-shot
2025.11
43.4
66.6
81.6
56.7
62.9
ReACT
2025.11
42.9
66.4
81.1
56
62.2
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