Income Prediction on ADULT (test)
82.31AccuracyCenTrain
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CenTrainTraining Strategy=CenTrain, Backbone=AutoInt2022.06 | 82.31 | 78.49 | 79.22 | 48.99 | |
| CenTrainTraining Strategy=CenTrain, Backbone=TabNet2022.06 | 82.23 | 78.5 | 79.07 | 49.12 | |
| CenTrainTraining Strategy=CenTrain, Backbone=MLP2022.06 | 82.15 | 78.42 | 78.27 | 47.47 | |
| VFLTraining Strategy=VFL, Backbone=TabNet2022.06 | 81.77 | 78.09 | 78.75 | 48.36 | |
| VFLTraining Strategy=VFL, Backbone=AutoInt2022.06 | 81.65 | 78.02 | 79.07 | 47.98 | |
| VFLTraining Strategy=VFL, Backbone=MLP2022.06 | 81.47 | 77.82 | 79.05 | 47.48 | |
| FairGoTraining Strategy=FairGo, Backbone=MLP2022.06 | 77.97 | 78.49 | 50.92 | 15.92 | |
| FairRecTraining Strategy=FairRec, Backbone=MLP2022.06 | 77.59 | 78.08 | 50.94 | 15.75 | |
| FairSMTraining Strategy=FairSM, Backbone=MLP2022.06 | 77.57 | 78.31 | 50.66 | 15.55 | |
| FairGoTraining Strategy=FairGo, Backbone=AutoInt2022.06 | 76.89 | 77.31 | 50.59 | 15.73 | |
| FairVFLTraining Strategy=FairVFL, Backbone=MLP2022.06 | 76.74 | 77.87 | 50.31 | 15.5 | |
| FairRecTraining Strategy=FairRec, Backbone=AutoInt2022.06 | 76.6 | 77.17 | 50.43 | 15.83 | |
| FairSMTraining Strategy=FairSM, Backbone=AutoInt2022.06 | 76.3 | 76.88 | 50.53 | 15.5 | |
| FairVFLTraining Strategy=FairVFL, Backbone=AutoInt2022.06 | 76.19 | 76.86 | 50.53 | 15.22 | |
| FairVFLTraining Strategy=FairVFL, Backbone=TabNet2022.06 | 75.51 | 76.06 | 50.72 | 15.48 | |
| FairRecTraining Strategy=FairRec, Backbone=TabNet2022.06 | 74.89 | 75.65 | 50.35 | 15.61 | |
| FairGoTraining Strategy=FairGo, Backbone=TabNet2022.06 | 74.4 | 75.33 | 50.28 | 15.63 | |
| FairSMTraining Strategy=FairSM, Backbone=TabNet2022.06 | 74.04 | 75.07 | 50.61 | 15.98 |