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Benchmarks
Generative Recommendation on Amazon Software (Cold)
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3.03
NDCG@10
Finetune
-0.1004
0.7123
1.525
2.3377
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
Finetune
Method Category=Cold-s...
2026.03
3.03
3.18
3.57
4.18
4.76
6.78
GenRecEdit
Method Category=Cold-s...
2026.03
2.28
2.49
2.86
3.59
4.45
6.29
SpecGR
Method Category=Cold-s...
2026.03
1.81
2.22
2.85
3.11
4.8
7.92
LC-Rec
Method Category=Semant...
2026.03
0.16
0.17
0.24
0.31
0.36
0.67
Retrain
Method Category=Cold-s...
2026.03
0.08
0.09
5.52
0.13
0.18
0.13
TIGER
Method Category=Semant...
2026.03
0.05
0.05
0.13
0.13
0.13
0.54
VQ-Rec
Method Category=Semant...
2026.03
0.02
0.06
0.17
0.04
0.18
0.81
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