MGDCF

Reported on 6 benchmarks across 1 task · 1 paper

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

Knowledge Base6 results

Recommendation SystemsonGowalla
Recall@20· 2022-04-05
0.1864
best: 0.1922 (RLAE-DAN)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338
Recommendation SystemsonGowalla
nDCG@20· 2022-04-05
0.1589
best: 0.6019 (ConvNCF)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338
Recommendation SystemsonYelp2018
NDCG@20· 2022-04-05
0.0575
best: 0.0611 (NESCL)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338
Recommendation SystemsonYelp2018
Recall@20· 2022-04-05
0.0699
best: 0.0743 (NESCL)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338
Recommendation SystemsonAmazon-Book
Recall@20· 2022-04-05
0.0566
best: 0.0773 (SSCF)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338
Recommendation SystemsonAmazon-Book
nDCG@20· 2022-04-05
0.046
best: 0.0647 (SSCF)
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering arXiv:2204.02338