Session-Based Recommendations on yoochoose1/64

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MRR@20

Rank	Model	MRR@20	HR@20	Hit@20	Paper	Code	Year
1	SGNN-HN	32.61	72.06	–	Star Graph Neural Networks for Session-based Recommendation		2020
2	SR-PredAO+SGNNHN	32.47	72.62	–	SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On	rickyskywalker/sr-predictao-official	2023
3	PEN4Rec	31.71	71.53	–	PEN4Rec: Preference Evolution Networks for Session-based Recommendation	zerohd4869/PEN4Rec	2021
4	NISER+	31.61	71.27	–	NISER: Normalized Item and Session Representations to Handle Popularity Bias	johnny12150/NISER · GhostAnderson/NISER	2019
5	TAGNN++	31.57	71.91	–	Introducing Self-Attention to Target Attentive Graph Neural Networks	The-Learning-Machines/SBR	2021
6	DTGN	31.35	71.18	–	DGTN: Dual-channel Graph Transition Network for Session-based Recommendation	kunwuz/DGTN	2020
7	STAR	31.3	–	71.31	STAR: A Session-Based Time-Aware Recommender System	yeganegi-reza/star	2022
8	TAGNN	31.12	71.02	–	TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation	CRIPAC-DIG/TAGNN	2020
9	SR-GNN	30.94	70.57	–	Session-based Recommendation with Graph Neural Networks	PaddlePaddle/PaddleRec · CRIPAC-DIG/SR-GNN · userbehavioranalysis/SR-GNN_PyTorch-Geometric · +5	2018
10	NARM	28.63	68.32	–	Neural Attentive Session-based Recommendation	lijingsdu/sessionRec_NARM · Wang-Shuo/Neural-Attentive-Session-Based-Recommendation-PyTorch · herrbilbo/hse-recsys-project	2017
11	GRU4REC	22.89	60.64	–	Session-based Recommendations with Recurrent Neural Networks	microsoft/recommenders · PaddlePaddle/PaddleRec · maciejkula/spotlight · +22	2015