Binary Classification on CH (test)
95.2AccuracyClean (Baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| Clean (Baseline)Model Architecture=FTT2026.02 | 95.2 | |
| Clean (Baseline)Model Architecture=Saint2026.02 | 95 | |
| Clean (Baseline)Model Architecture=MLP2026.02 | 91.6 | |
| Clean (Baseline)Model Architecture=Tabnet2026.02 | 90.2 | |
| Clean (Baseline)Model Architecture=Saint2026.02 | 87.91 | |
| Clean (Baseline)Model Architecture=FTT2026.02 | 87.62 | |
| Clean (Baseline)Model Architecture=Tabnet2026.02 | 86.91 | |
| Clean (Baseline)Model Architecture=MLP2026.02 | 86.7 | |
| TAPModel Architecture=MLP2026.02 | 85.1 | |
| TAPModel Architecture=Saint2026.02 | 83.25 | |
| CaFAModel Architecture=MLP2026.02 | 83.12 | |
| RobustEMModel Architecture=MLP2026.02 | 80.87 | |
| CaFAModel Architecture=Saint2026.02 | 77.75 | |
| EMModel Architecture=MLP2026.02 | 76.12 | |
| PUEModel Architecture=MLP2026.02 | 75.62 | |
| TAPModel Architecture=FTT2026.02 | 75.25 | |
| EMModel Architecture=Saint2026.02 | 75.13 | |
| TAPModel Architecture=MLP2026.02 | 73.76 | |
| EMModel Architecture=FTT2026.02 | 73.52 | |
| CaFAModel Architecture=Tabnet2026.02 | 73.5 | |
| CaFAModel Architecture=FTT2026.02 | 73.37 | |
| SEPModel Architecture=MLP2026.02 | 73.37 | |
| TAPModel Architecture=Tabnet2026.02 | 72.5 | |
| EMModel Architecture=FTT2026.02 | 71.75 | |
| RobustEMModel Architecture=FTT2026.02 | 71.26 | |
| TAPModel Architecture=FTT2026.02 | 70.76 | |
| RobustEMModel Architecture=MLP2026.02 | 70.73 | |
| EMModel Architecture=Saint2026.02 | 70.28 | |
| TAPModel Architecture=Saint2026.02 | 69.43 | |
| EMModel Architecture=Tabnet2026.02 | 69.43 | |
| CaFAModel Architecture=FTT2026.02 | 68.45 | |
| SEPModel Architecture=MLP2026.02 | 67.56 | |
| CaFAModel Architecture=Tabnet2026.02 | 67.34 | |
| EMModel Architecture=Tabnet2026.02 | 66.87 | |
| EMModel Architecture=MLP2026.02 | 66.58 | |
| RobustEMModel Architecture=FTT2026.02 | 66.5 | |
| CaFAModel Architecture=Saint2026.02 | 66.24 | |
| SEPModel Architecture=Saint2026.02 | 65.87 | |
| CaFAModel Architecture=MLP2026.02 | 65.34 | |
| SEPModel Architecture=FTT2026.02 | 65.12 | |
| TAPModel Architecture=Tabnet2026.02 | 64.95 | |
| SEPModel Architecture=Saint2026.02 | 64.65 | |
| PUEModel Architecture=FTT2026.02 | 64.12 | |
| RobustEMModel Architecture=Tabnet2026.02 | 63.5 | |
| RobustEMModel Architecture=Saint2026.02 | 63.4 | |
| RobustEMModel Architecture=Tabnet2026.02 | 63.34 | |
| PUEModel Architecture=MLP2026.02 | 63 | |
| SEPModel Architecture=Tabnet2026.02 | 62.7 | |
| SEPModel Architecture=Tabnet2026.02 | 62.46 | |
| PUEModel Architecture=Saint2026.02 | 61.79 | |
| SEPModel Architecture=FTT2026.02 | 61.54 | |
| PUEModel Architecture=Tabnet2026.02 | 61.5 | |
| UTOPIAModel Architecture=MLP2026.02 | 61.02 | |
| PUEModel Architecture=Saint2026.02 | 60.87 | |
| PUEModel Architecture=Tabnet2026.02 | 59.92 | |
| RobustEMModel Architecture=Saint2026.02 | 58.87 | |
| PUEModel Architecture=FTT2026.02 | 58.46 | |
| UTOPIAModel Architecture=FTT2026.02 | 52.11 | |
| UTOPIAModel Architecture=MLP2026.02 | 50.17 | |
| UTOPIAModel Architecture=Saint2026.02 | 49.75 | |
| UTOPIAModel Architecture=Tabnet2026.02 | 47.51 | |
| UTOPIAModel Architecture=FTT2026.02 | 45.36 | |
| UTOPIAModel Architecture=Saint2026.02 | 45.25 | |
| UTOPIAModel Architecture=Tabnet2026.02 | 42.15 |