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SotA/Knowledge Base/Recommendation Systems/Diginetica

Recommendation Systems on Diginetica

Metric: MRR@20 (higher is better)

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#Model↕MRR@20▼Extra DataPaperDate↕Code
1SR-PredAO+DIDN20.49NoSR-PredictAO: Session-based Recommendation with ...2023-09-20Code
2SGNN-HN19.45No---
3NISER+18.72NoNISER: Normalized Item and Session Representatio...2019-09-10Code
4STAR18.66NoSTAR: A Session-Based Time-Aware Recommender Sys...2022-11-11Code
5PEN4Rec18.56NoPEN4Rec: Preference Evolution Networks for Sessi...2021-06-17Code
6DGTN18.07NoDGTN: Dual-channel Graph Transition Network for ...2020-09-21Code
7TAGNN18.03NoTAGNN: Target Attentive Graph Neural Networks fo...2020-05-06Code
8TAGNN++17.93NoIntroducing Self-Attention to Target Attentive G...2021-07-04Code
9SR-GNN17.59NoSession-based Recommendation with Graph Neural N...2018-11-01Code
10EMDE MM17.31YesAn efficient manifold density estimator for all ...2020-06-02Code
11EMDE17.24NoAn efficient manifold density estimator for all ...2020-06-02Code
12NARM16.17NoNeural Attentive Session-based Recommendation2017-11-13Code
13GRU4REC8NoSession-based Recommendations with Recurrent Neu...2015-11-21Code