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Generative Recommendation on ML1M
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18.3
Recall@10
R3-VAE
6.444
9.522
12.6
15.678
Apr 13, 2026
Recall@10
Recall@20
Recall@30
NDCG@10
NDCG@20
NDCG@30
Semantic Cohesion
Preference Discrimination
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@10
Recall@20
Recall@30
NDCG@10
NDCG@20
NDCG@30
Semantic Cohesion
Preference Discrimination
R3-VAE
2026.04
18.3
27.7
34.1
9.6
11.9
13.3
97
-1.98
R-KMeans
2026.04
16
24.4
30.3
8
10.1
11.4
91
-1.88
OPQ-KMeans
2026.04
13.2
21.4
27.5
6.5
8.6
9.9
88
-1.83
MQ
2026.04
10.1
16.8
21.5
5.3
7
8
78
-1.75
RQ-VAE
2026.04
9.2
16.3
21
5.1
6.5
7.1
71
-1.73
KMeans
2026.04
7.2
13.5
18.4
3.4
5.3
6.1
57
-1.67
VQ-VAE
2026.04
6.9
11.6
15.4
3.3
4.5
5.3
56
-1.69
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