GRU4Rec

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base4 results

Recommendation SystemsonMovieLens 20M
HR@10 (full corpus)· 2015-11-21
0.2813
best: 0.3556 (HSTU)
SOTA
Session-based Recommendations with Recurrent Neural Networks arXiv:1511.06939
Recommendation SystemsonMovieLens 20M
nDCG@10 (full corpus)· 2015-11-21
0.173
best: 0.2098 (HSTU)
SOTA
Session-based Recommendations with Recurrent Neural Networks arXiv:1511.06939
Recommendation SystemsonMovieLens 1M
HR@10 (full corpus)· 2015-11-21
0.2811
best: 0.3412 (HSTU+MoL)
SOTA
Session-based Recommendations with Recurrent Neural Networks arXiv:1511.06939
Recommendation SystemsonMovieLens 1M
NDCG@10 (full corpus)· 2015-11-21
0.1648
best: 0.1979 (HSTU+MoL)
SOTA
Session-based Recommendations with Recurrent Neural Networks arXiv:1511.06939