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SOTA Session-based recommendation benchmarks and papers with code | Wizwand
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Session-based recommendation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DIGINETICA
NARM
MRR@20
27.35
52
1mo ago
YOOCHOOSE 1/64
NISER+
MRR@20
31.61
52
1mo ago
YOOCHOOSE (1/4)
STAR
MRR@20
32.7
36
1mo ago
Book
SPRINT+LE
Hit Rate @ 5
7.49
24
3d ago
Yelp
SPRINT+LE
Hit Rate @ 5
6.28
24
3d ago
Beauty
SPRINT+LE
Hit Rate@5
3.49
24
3d ago
Yoochoose 1/64 (test)
SR-PredAO
HR@20
72.62
20
1mo ago
Diginetica (test)
SR-PredAO
HR@20
57.86
20
1mo ago
SIGIR E-commerce Data Challenge Leaderboard 2021
Full Ensemble
MRR
27.84
14
1mo ago
Instacart
DiffSBR
P@10
0.1383
12
1mo ago
Grocery
DiffSBR
P@10
57.05
12
1mo ago
Sports
DiffSBR
P@10
49.94
12
1mo ago
Cellphones
DiffSBR
P@10
37.28
12
1mo ago
Yoochoose
PEN4Rec
P@20
71.53
12
1mo ago
LastFM
PEN4Rec
Precision@20
28.82
11
1mo ago
KKBox
GraphFusionSBR
P@10
37.15
8
1mo ago
Tmall
GraphFusionSBR
P@10
34.01
8
1mo ago
RetailRocket (RR)
NISER+
Recall@20
61.41
8
1mo ago
Yoochoose Unbiased (test)
SLISDAN
R@20
0.0082
6
1mo ago
Yoochoose Tail (test)
SLISTDAN
R@20
41.74
6
1mo ago
Yoochoose AOA (test)
SLISTDAN
Recall@20
63.75
6
1mo ago
RetailRocket Unbiased (test)
SLISTDAN
Recall@20
5.58
6
1mo ago
RetailRocket Tail (test)
SLISTDAN
R@20
0.5507
6
1mo ago
RetailRocket AOA (test)
SLISTDAN
Recall@20
0.602
6
1mo ago
Diginetica Unbiased (test)
SLISDAN
Recall@20
2.24
6
1mo ago
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