Full Result Table for Amazon Digital Music
You sort the results by clicking on the table headers.
Models / Top@10 |
nDCG@10 |
nDCG@20 |
MAP@10 |
MAP@20 |
MRR@10 |
MRR@20 |
Pre@10 |
Pre@20 |
Rec@10 |
Rec@20 |
F1-score@10 |
F1-score@20 |
EASER |
0.086 |
0.094 |
0.04 |
0.029 |
0.117 |
0.12 |
0.023 |
0.014 |
0.105 |
0.129 |
0.035 |
0.024 |
NeuMF |
0.056 |
0.063 |
0.024 |
0.018 |
0.068 |
0.071 |
0.015 |
0.01 |
0.074 |
0.096 |
0.025 |
0.019 |
MultiVAE |
0.054 |
0.062 |
0.023 |
0.017 |
0.062 |
0.066 |
0.016 |
0.011 |
0.077 |
0.105 |
0.025 |
0.019 |
GMF |
0.051 |
0.056 |
0.022 |
0.016 |
0.064 |
0.066 |
0.013 |
0.008 |
0.064 |
0.083 |
0.021 |
0.015 |
MultiDAE |
0.048 |
0.056 |
0.021 |
0.016 |
0.057 |
0.06 |
0.014 |
0.009 |
0.068 |
0.093 |
0.022 |
0.017 |
Pop |
0.013 |
0.016 |
0.005 |
0.004 |
0.017 |
0.018 |
0.004 |
0.003 |
0.018 |
0.028 |
0.006 |
0.005 |
ConvMF |
0.011 |
0.014 |
0.005 |
0.004 |
0.015 |
0.016 |
0.004 |
0.002 |
0.017 |
0.023 |
0.006 |
0.004 |
NGCF |
0.008 |
0.009 |
0.003 |
0.002 |
0.011 |
0.012 |
0.002 |
0.001 |
0.009 |
0.014 |
0.003 |
0.002 |
ConvNeuMF |
0.009 |
0.012 |
0.004 |
0.003 |
0.011 |
0.013 |
0.003 |
0.007 |
0.014 |
0.024 |
0.004 |
0.004 |
Results with random parameters
Models / Top@10 |
nDCG@10 |
nDCG@20 |
MAP@10 |
MAP@20 |
MRR@10 |
MRR@20 |
Pre@10 |
Pre@20 |
Rec@10 |
Rec@20 |
F1-score@10 |
F1-score@20 |
EASER |
0.076 |
0.083 |
0.036 |
0.025 |
0.105 |
0.108 |
0.019 |
0.012 |
0.09 |
0.11 |
0.03 |
0.021 |
MultiDAE |
0.003 |
0.004 |
0.001 |
0.001 |
0.004 |
0.004 |
0.001 |
0.0009 |
0.005 |
0.008 |
0.002 |
0.001 |
MultiVAE |
0.002 |
0.001 |
0.0006 |
0.0006 |
0.002 |
0.002 |
0.0006 |
0.0004 |
0.003 |
0.004 |
0.001 |
0.0008 |
ConvMF |
0.002 |
0.003 |
0.001 |
0.0009 |
0.003 |
0.003 |
0.001 |
0.0008 |
0.005 |
0.007 |
0.001 |
0.001 |
GMF |
0.0007 |
0.001 |
0.0003 |
0.0003 |
0.0009 |
0.001 |
0.0003 |
0.0002 |
0.001 |
0.002 |
0.0004 |
0.0004 |
NGCF |
0.0006 |
0.0008 |
0.0003 |
0.0002 |
0.0008 |
0.0009 |
0.0002 |
0.0002 |
0.0009 |
0.002 |
0.0003 |
0.0003 |
ConvNeuMF |
0.0004 |
0.0006 |
0.0002 |
0.0002 |
0.0005 |
0.0005 |
0.0002 |
0.0001 |
0.0007 |
0.001 |
0.0002 |
0.0003 |
NeuMF |
0.0004 |
0.0006 |
0.0002 |
0.0002 |
0.0005 |
0.0005 |
0.0002 |
0.0001 |
0.0007 |
0.001 |
0.0002 |
0.0002 |