Recommendation Systems on yoochoose1/64

Metric: MRR@20 (higher is better)

LeaderboardDataset

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#	Model↕	MRR@20▼	Extra Data	Paper	Date↕	Code
1	SGNN-HN	32.61	No	-	-	-
2	SR-PredAO+SGNNHN	32.47	No	SR-PredictAO: Session-based Recommendation with ...	2023-09-20	Code
3	PEN4Rec	31.71	No	PEN4Rec: Preference Evolution Networks for Sessi...	2021-06-17	Code
4	NISER+	31.61	No	NISER: Normalized Item and Session Representatio...	2019-09-10	Code
5	TAGNN++	31.57	No	Introducing Self-Attention to Target Attentive G...	2021-07-04	Code
6	DTGN	31.35	No	DGTN: Dual-channel Graph Transition Network for ...	2020-09-21	Code
7	STAR	31.3	No	STAR: A Session-Based Time-Aware Recommender Sys...	2022-11-11	Code
8	TAGNN	31.12	No	TAGNN: Target Attentive Graph Neural Networks fo...	2020-05-06	Code
9	SR-GNN	30.94	No	Session-based Recommendation with Graph Neural N...	2018-11-01	Code
10	NARM	28.63	No	Neural Attentive Session-based Recommendation	2017-11-13	Code
11	GRU4REC	22.89	No	Session-based Recommendations with Recurrent Neu...	2015-11-21	Code

#1SGNN-HN
32.61
MRR@20
No paper
#2SR-PredAO+SGNNHNSOTA
32.47
MRR@20· 2023-09-20
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On Code
#3PEN4RecSOTA
31.71
MRR@20· 2021-06-17
PEN4Rec: Preference Evolution Networks for Session-based Recommendation Code
#4NISER+SOTA
31.61
MRR@20· 2019-09-10
NISER: Normalized Item and Session Representations to Handle Popularity Bias Code
#5TAGNN++
31.57
MRR@20· 2021-07-04
Introducing Self-Attention to Target Attentive Graph Neural Networks Code
#6DTGN
31.35
MRR@20· 2020-09-21
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Code
#7STAR
31.3
MRR@20· 2022-11-11
STAR: A Session-Based Time-Aware Recommender System Code
#8TAGNN
31.12
MRR@20· 2020-05-06
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation Code
#9SR-GNNSOTA
30.94
MRR@20· 2018-11-01
Session-based Recommendation with Graph Neural Networks Code
#10NARMSOTA
28.63
MRR@20· 2017-11-13
Neural Attentive Session-based Recommendation Code
#11GRU4RECSOTA
22.89
MRR@20· 2015-11-21
Session-based Recommendations with Recurrent Neural Networks Code