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Cold-start Ranking on Proprietary e-commerce dataset (cold-start)
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70.05
AUC
LRwarm
3.1364
20.5082
37.88
55.2518
Apr 13, 2026
AUC
NDCG@5
NDCG@10
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
NDCG@5
NDCG@10
LRwarm
L(ms)=0.151
2026.04
70.05
6.39
8.71
LH2.5P
L(ms)=0.157
2026.04
67.22
4.56
7.92
LH2.5F
L(ms)=0.160
2026.04
66.54
4.35
7.79
LH4o
L(ms)=0.163
2026.04
65.39
4.9
7.64
LH5.1
L(ms)=0.158
2026.04
64.97
4.27
6.68
LRcold
L(ms)=0.147
2026.04
55.93
3.28
5.08
EmbT5
L(ms)=0.357
2026.04
41.05
1.74
2.62
LLM-TR
L(ms)=3.78E3
2026.04
5.76
0.886
5.08
LLM-R
L(ms)=2.13E3
2026.04
5.71
0.931
2.21
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