NFM

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.

Graphs4 results

Link PredictiononMovieLens 25M
Hits@10· 2017-08-16
0.8132
best: 0.8284 (PEAGAT)
SOTA
Neural Factorization Machines for Sparse Predictive Analytics arXiv:1708.05027
Link PredictiononMovieLens 25M
nDCG@10· 2017-08-16
0.5347
best: 0.5475 (PEAGAT)
SOTA
Neural Factorization Machines for Sparse Predictive Analytics arXiv:1708.05027
Link PredictiononYelp
HR@10· 2017-08-16
0.8595
best: 0.9128 (PEAGAT)
SOTA
Neural Factorization Machines for Sparse Predictive Analytics arXiv:1708.05027
Link PredictiononYelp
nDCG@10· 2017-08-16
0.6062
best: 0.6641 (PEAGAT)
SOTA
Neural Factorization Machines for Sparse Predictive Analytics arXiv:1708.05027