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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
Yelp
Normal GR + ComeIR
N@10
0.0274
37
21d ago
Beauty
MaskGR
R@10
8.15
28
3mo ago
Instrument
Normal GR + ComeIR
H@5
7.86
24
21d ago
Yelp (test)
UGR
NG@5
1.88
24
1d ago
Instruments
DIGER
R@10
11.38
23
20d ago
Toys
MaskGR
Recall@10
0.0846
23
3mo ago
ML OOD 10M
CausalDPO
Hit Rate @10
61
18
2mo ago
Instruments (test)
GFlowGR-TB
R@5
8.88
16
1d ago
Beauty (test)
GFlowGR-TB
Recall@5
4.33
16
1d ago
ML-1m
GenPAS
Recall@10
24.25
15
3mo ago
Sports
MaskGR
Recall@10
4.54
15
3mo ago
Sports
TIGER + CARE
Recall@5
8.48
15
3mo ago
Games
TIGER
Recall @ 5
0.0612
15
20d ago
Steam
GEM-Rec
Ad Rate
93.7
11
2mo ago
Toys
GEM-Rec
Ad Rate
94.3
11
2mo ago
Sports
GEM-Rec
Ad Rate
95.9
11
2mo ago
Scientific
Mamba2
Recall@5
3
10
20d ago
Kuaishou Advertising Platform Online A/B Test
UVR + DBS
Revenue Change (%)
4.32
10
3mo ago
Industrial Dataset (test)
S2GR
HR@10
0.0196
10
3mo ago
Amazon Beauty 1 (test)
S2GR
HR@5
4.95
10
3mo ago
Amazon Beauty Public benchmarks (test)
AgenticTagger
R@5
0.0492
10
3mo ago
Amazon Sports Public benchmarks (test)
AgenticTagger
R@5
0.0299
10
3mo ago
MT
MTServe
Latency (ms)
11.7
9
1mo ago
KuaiRand 1K
MTServe
Latency (ms)
14.4
9
1mo ago
Generative Recommendation Popularity and Noisy Shifts
CausalDPO
H@10
0.53
9
2mo ago
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