Recommendation Systems on yoochoose1/64

Metric: HR@20 (higher is better)

LeaderboardDataset

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#	Model↕	HR@20▼	Extra Data	Paper	Date↕	Code
1	SR-PredAO+SGNNHN	72.62	No	SR-PredictAO: Session-based Recommendation with ...	2023-09-20	Code
2	SGNN-HN	72.06	No	-	-	-
3	TAGNN++	71.91	No	Introducing Self-Attention to Target Attentive G...	2021-07-04	Code
4	PEN4Rec	71.53	No	PEN4Rec: Preference Evolution Networks for Sessi...	2021-06-17	Code
5	NISER+	71.27	No	NISER: Normalized Item and Session Representatio...	2019-09-10	Code
6	DTGN	71.18	No	DGTN: Dual-channel Graph Transition Network for ...	2020-09-21	Code
7	TAGNN	71.02	No	TAGNN: Target Attentive Graph Neural Networks fo...	2020-05-06	Code
8	SR-GNN	70.57	No	Session-based Recommendation with Graph Neural N...	2018-11-01	Code
9	NARM	68.32	No	Neural Attentive Session-based Recommendation	2017-11-13	Code
10	GRU4REC	60.64	No	Session-based Recommendations with Recurrent Neu...	2015-11-21	Code

#1SR-PredAO+SGNNHNSOTA
72.62
HR@20· 2023-09-20
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On Code
#2SGNN-HN
72.06
HR@20
No paper
#3TAGNN++SOTA
71.91
HR@20· 2021-07-04
Introducing Self-Attention to Target Attentive Graph Neural Networks Code
#4PEN4RecSOTA
71.53
HR@20· 2021-06-17
PEN4Rec: Preference Evolution Networks for Session-based Recommendation Code
#5NISER+SOTA
71.27
HR@20· 2019-09-10
NISER: Normalized Item and Session Representations to Handle Popularity Bias Code
#6DTGN
71.18
HR@20· 2020-09-21
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Code
#7TAGNN
71.02
HR@20· 2020-05-06
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation Code
#8SR-GNNSOTA
70.57
HR@20· 2018-11-01
Session-based Recommendation with Graph Neural Networks Code
#9NARMSOTA
68.32
HR@20· 2017-11-13
Neural Attentive Session-based Recommendation Code
#10GRU4RECSOTA
60.64
HR@20· 2015-11-21
Session-based Recommendations with Recurrent Neural Networks Code