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SOTA Generative Recommendation benchmarks and papers with code | Wizwand
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Generative Recommendation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Beauty
MaskGR
R@10
8.15
28
1mo ago
Toys
MaskGR
Recall@10
0.0846
23
1mo ago
ML OOD 10M
CausalDPO
Hit Rate @10
61
18
24d ago
ML-1m
GenPAS
Recall@10
24.25
15
1mo ago
Sports
MaskGR
Recall@10
4.54
15
1mo ago
Sports
TIGER + CARE
Recall@5
8.48
15
1mo ago
Yelp
DIGER
R@10
0.0432
13
1mo ago
Instruments
DIGER
R@10
11.38
13
1mo ago
Steam
GEM-Rec
Ad Rate
93.7
11
25d ago
Toys
GEM-Rec
Ad Rate
94.3
11
25d ago
Sports
GEM-Rec
Ad Rate
95.9
11
25d ago
Kuaishou Advertising Platform Online A/B Test
UVR + DBS
Revenue Change (%)
4.32
10
1mo ago
Industrial Dataset (test)
S2GR
HR@10
0.0196
10
1mo ago
Amazon Beauty 1 (test)
S2GR
HR@5
4.95
10
1mo ago
Amazon Beauty Public benchmarks (test)
AgenticTagger
R@5
0.0492
10
1mo ago
Amazon Sports Public benchmarks (test)
AgenticTagger
R@5
0.0299
10
1mo ago
Generative Recommendation Popularity and Noisy Shifts
CausalDPO
H@10
0.53
9
24d ago
Book-Crossing (test)
CausalDPO
H@10
1.77
9
24d ago
Book-Crossing OOD
CausalDPO
Hit Rate @ 10
64
9
24d ago
Yelp OOD 2018
CausalDPO
H@10
1.53
9
24d ago
Amazon Phone (Overall)
GenRecEdit
NDCG@10
0.0064
9
1mo ago
Amazon Software (Overall)
GenRecEdit
NDCG@10
3.7
9
1mo ago
Amazon Video (Overall)
GenRecEdit
NDCG@10
1.18
9
1mo ago
Amazon CDs Public benchmarks (test)
AgenticTagger
R@5
5.44
9
1mo ago
Tools (Period 4)
DACT
H@5
2.46
8
17d ago
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