sRGCNN

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 100K
RMSE (u1 Splits)· uses extra data· 2017-04-22
0.929
best: 0.884 (CDLD-GR (doi: 10.5281/zenodo.15851754))
SOTA
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks arXiv:1704.06803
Recommendation SystemsonYahooMusic Monti
RMSE· uses extra data· 2017-04-22
22.4149
best: 18.9 (MG-GAT)
SOTA
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks arXiv:1704.06803
Recommendation SystemsonDouban Monti
RMSE· uses extra data· 2017-04-22
0.8012
best: 0.7208 (GLocal-K)
SOTA
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks arXiv:1704.06803
Recommendation SystemsonFlixster Monti
RMSE· uses extra data· 2017-04-22
0.9258
best: 0.872 (IGMC)
SOTA
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks arXiv:1704.06803