OptEmbed

Reported on 6 benchmarks across 1 task · 1 paper · 2 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 PredictiononKDD12
AUC· 2022-08-09
0.8028
best: 0.8098 (FCN)
SOTA
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482
Click-Through Rate PredictiononKDD12
Log Loss· 2022-08-09
0.1521
best: 0.1494 (FCN)
SOTA
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482
Click-Through Rate PredictiononAvazu
AUC· 2022-08-09
0.7902
best: 0.8062 (OptInter)
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482
Click-Through Rate PredictiononAvazu
LogLoss· 2022-08-09
0.374
best: 0.3637 (OptInter)
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482
Click-Through Rate PredictiononCriteo
AUC· 2022-08-09
0.8114
best: 0.8163 (QNN-α)
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482
Click-Through Rate PredictiononCriteo
Log Loss· 2022-08-09
0.44
best: 0.4358 (QNN-α)
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction arXiv:2208.04482