IGMC

Reported on 5 benchmarks across 1 task · 1 paper · 3 SOTA

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

Knowledge Base5 results

Recommendation SystemsonYahooMusic Monti
RMSE· 2019-04-26
19.1
best: 18.9 (MG-GAT)
SOTA
Inductive Matrix Completion Based on Graph Neural Networks arXiv:1904.12058
Recommendation SystemsonDouban Monti
RMSE· 2019-04-26
0.721
best: 0.7208 (GLocal-K)
SOTA
Inductive Matrix Completion Based on Graph Neural Networks arXiv:1904.12058
Recommendation SystemsonFlixster Monti
RMSE· 2019-04-26
0.872
SOTA
Inductive Matrix Completion Based on Graph Neural Networks arXiv:1904.12058
Recommendation SystemsonMovieLens 100K
RMSE (u1 Splits)· 2019-04-26
0.905
best: 0.884 (CDLD-GR (doi: 10.5281/zenodo.15851754))
Inductive Matrix Completion Based on Graph Neural Networks arXiv:1904.12058
Recommendation SystemsonMovieLens 1M
RMSE· 2019-04-26
0.857
best: 0.8227 (GLocal-K)
Inductive Matrix Completion Based on Graph Neural Networks arXiv:1904.12058