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Benchmarks
Generative Recommendation on Amazon Phone (Cold)
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0.52
NDCG@10
GenRecEdit
-0.0208
0.1196
0.26
0.4004
Mar 15, 2026
NDCG@10
NDCG@20
NDCG@50
Recall@10
Recall@20
Recall@50
Updated 1mo ago
Evaluation Results
Method
Method
Links
NDCG@10
NDCG@20
NDCG@50
Recall@10
Recall@20
Recall@50
GenRecEdit
Method Category=Cold-s...
2026.03
0.52
0.63
0.79
0.83
1.26
2.07
Finetune
Method Category=Cold-s...
2026.03
0.41
0.52
0.66
0.75
1.18
1.88
Retrain
Method Category=Cold-s...
2026.03
0.33
0.42
0.58
0.55
0.88
1.71
SpecGR
Method Category=Cold-s...
2026.03
0.18
0.32
0.42
0.68
1.44
2.45
TIGER
Method Category=Semant...
2026.03
0.14
0.2
0.29
0.26
0.48
0.99
LC-Rec
Method Category=Semant...
2026.03
0.04
0.06
0.09
0.09
0.15
0.32
VQ-Rec
Method Category=Semant...
2026.03
0
0
0.01
0.01
0.02
0.03
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