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session-based-recommendations-on-yoochoose1-1
Recommendation Systems
Session-Based Recommendations
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Paper
Code
MRR@20
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HR@20
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Hit@20
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ModelName
ReleaseDate
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Star Graph Neural Networks for Session-based Recommendation
32.61
72.06
SGNN-HN
2020-10-19
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On
✓ Link
32.47
72.62
SR-PredAO+SGNNHN
2023-09-20
PEN4Rec: Preference Evolution Networks for Session-based Recommendation
✓ Link
31.71
71.53
PEN4Rec
2021-06-17
NISER: Normalized Item and Session Representations to Handle Popularity Bias
✓ Link
31.61
71.27
NISER+
2019-09-10
Introducing Self-Attention to Target Attentive Graph Neural Networks
✓ Link
31.57
71.91
TAGNN++
2021-07-04
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation
✓ Link
31.35
71.18
DTGN
2020-09-21
STAR: A Session-Based Time-Aware Recommender System
✓ Link
31.3
71.31
STAR
2022-11-11
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation
✓ Link
31.12
71.02
TAGNN
2020-05-06
Session-based Recommendation with Graph Neural Networks
✓ Link
30.94
70.57
SR-GNN
2018-11-01
Neural Attentive Session-based Recommendation
✓ Link
28.63
68.32
NARM
2017-11-13
Session-based Recommendations with Recurrent Neural Networks
✓ Link
22.89
60.64
GRU4REC
2015-11-21