OptInter

Reported on 6 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.

Miscellaneous6 results

Click-Through Rate PredictiononAvazu
AUC· 2021-08-03
0.8062
SOTA
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265
Click-Through Rate PredictiononAvazu
LogLoss· 2021-08-03
0.3637
SOTA
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265
Click-Through Rate PredictiononiPinYou
LogLoss· 2021-08-03
0.005604
best: 0.005535 (FCN)
SOTA
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265
Click-Through Rate PredictiononiPinYou
AUC· 2021-08-03
0.7825
best: 0.8174 (OPNN)
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265
Click-Through Rate PredictiononCriteo
AUC· 2021-08-03
0.8101
best: 0.8163 (QNN-α)
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265
Click-Through Rate PredictiononCriteo
Log Loss· 2021-08-03
0.4417
best: 0.4358 (QNN-α)
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction arXiv:2108.01265