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SOTA Multimodal Recommendation benchmarks and papers with code | Wizwand
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Multimodal Recommendation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Amazon Baby (test)
SPUMR
Recall@10
7.11
66
1mo ago
Sports Amazon (test)
MAGNET
Recall@10
8.21
51
1mo ago
Baby
MM-GF
Recall@10
7.57
46
2mo ago
Amazon Clothing (test)
SPUMR
Recall@10
6.88
37
1mo ago
Pet
MAIL
Recall@10
14.51
35
15d ago
Amazon Baby
TimeMM
Recall@10
3.93
28
15d ago
Clothing (test)
CLEAR
Recall@10
6.75
24
3mo ago
Sports (test)
CLEAR
Recall@10
7.56
24
3mo ago
TikTok
DRAGON
Recall@10
0.075
21
3mo ago
Office
DRAGON
Recall@10
10.76
21
3mo ago
TikTok Cold-start
VI-MMRec-O
Recall@10
4.37
21
3mo ago
Baby Cold-start
VI-MMRec-O
Recall@10
0.0412
21
3mo ago
Amazon-Clothing
MAIL
Recall@10
0.1106
21
15d ago
Amazon Sports
MAIL
Recall@10
12.26
21
15d ago
Arts, Crafts & Sewing
PerPEFT
Hit Rate @20
6.62
20
3mo ago
Beauty & Personal Care
PerPEFT
Hit Rate @20
4.33
20
3mo ago
Toys & Games
PerPEFT
H@20
4.81
20
3mo ago
Sports & Outdoors
PerPEFT
H@20
4.82
20
3mo ago
Electronics
MAGNET (Dual-view)
Recall@10
0.048
19
3mo ago
Amazon Toys 6 (leave-one-out)
SDA
H@10
61.38
16
3mo ago
Amazon Sports 6 (leave-one-out)
SDA
H@10
61.92
16
3mo ago
Amazon Beauty 6 (leave-one-out)
SDA
H@10
0.5752
16
3mo ago
Amazon Clothing 5-core filtering (test)
FITMM
Recall@10
6.98
15
3mo ago
Amazon Sports 5-core filtering (test)
FITMM
Recall@10
8.09
15
3mo ago
Amazon Baby 5-core filtering (test)
FITMM
Recall@10
7.16
15
3mo ago
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