Criteo
Benchmarks
TaskDatasetSOTA resultTrendResults
Criteo
0.816AUC
346
Criteo (test)
0.816AUC
147
Criteo (val)
0.452Validation Loss
60
Criteo (test)
0.811AUC
57
Criteo
80.14AUC
49
Criteo
77.197AUC
44
Criteo standard (test)
0.812AUC
24
Criteo RCT
1.044Multiplicative Calibration Error
15
Criteo
85.2Qini Coefficient
15
Criteo
59.49Total Time (s)
14
Criteo
0.843AUC
11
Criteo x1 (test)
0.815AUC
11
Criteo-SSC
12.533MAE
9
Criteo (streaming)
100AUC
7
Criteo WSDM 2021 (test)
0.44LogLoss
7
Criteo (offline)
0.799AUC
7
Criteo (test)
0.784AUC
6
Criteo stratified 50k (subsample)
100Normalized Qini Score
5
Criteo
0.762AUC
4
Criteo
67.55LISR
4
Criteo-1B
0.627Test AUC
4
Criteo
7,236.7Shown Radius
3
Criteo (train)
0.033Final Training Loss Gradient Magnitude
3
Criteo (test)
0.804AUC
3
Criteo Ad Kaggle (test)
78.76Accuracy
2