MKR

Reported on 6 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.

Miscellaneous6 results

Click-Through Rate PredictiononLast.FM
AUC· 2019-01-23
0.689
best: 0.796 (KGCN-concat)
SOTA
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907
Click-Through Rate PredictiononLast.FM
Accuracy· 2019-01-23
64.5
SOTA
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907
Click-Through Rate PredictiononChildren's Book Test Common noun
AUC· 2019-01-23
0.734
SOTA
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907
Click-Through Rate PredictiononChildren's Book Test Common noun
Accuracy· 2019-01-23
70.4
SOTA
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907
Click-Through Rate PredictiononMovieLens 1M
AUC· 2019-01-23
0.917
best: 0.9712 (STEC)
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907
Click-Through Rate PredictiononMovieLens 1M
Accuracy· 2019-01-23
84.3
best: 84.4 (RippleNet)
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation arXiv:1901.08907