Classification on Comm
82.21AccuracyOriginal
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| OriginalBase Model=LR2025.12 | 82.21 | — | — | — | — | 82.18 | 89.72 | |
| IPW-SBase Model=LR2025.12 | 81.95 | — | — | — | — | 81.91 | 89.76 | |
| CostFree-FPRBase Model=LR2025.12 | 81.95 | — | — | — | — | — | — | |
| ARLBase Model=LR2025.12 | 81.95 | — | — | — | — | 81.91 | 89.69 | |
| SupreesionBase Model=LR2025.12 | 81.7 | — | — | — | — | 81.66 | 89.86 | |
| LatentVBase Model=LR2025.12 | 81.7 | — | — | — | — | 81.65 | 89.29 | |
| IFFair-DiverseBase Model=LR2025.12 | 81.2 | — | — | — | — | 81.19 | 87.28 | |
| OriginalBackbone=DNN2025.12 | 80.95 | 0.4319 | 0.1986 | 0.369 | 0.0406 | 80.93 | 88.29 | |
| 2NBBase Model=LR2025.12 | 80.95 | — | — | — | — | 80.93 | 88.45 | |
| IFFair-UniformBase Model=LR2025.12 | 80.2 | — | — | — | — | 80.17 | 87.68 | |
| IPW-SYBase Model=LR2025.12 | 79.7 | — | — | — | — | 79.67 | 88.28 | |
| CostFree-DPBase Model=LR2025.12 | 79.7 | — | — | — | — | — | — | |
| LabelBias-EOddsBase Model=LR2025.12 | 79.7 | — | — | — | — | 79.69 | 86.89 | |
| IFFair-DiverseBackbone=DNN2025.12 | 79.45 | 0.3823 | 0.1381 | 0.277 | 0.0214 | 79.44 | 86.43 | |
| SuppressionBackbone=DNN2025.12 | 78.75 | 0.3982 | 0.173 | 0.3308 | 0.0214 | 78.74 | 87.57 | |
| LabelBias-FPRBase Model=LR2025.12 | 78.7 | — | — | — | — | 78.48 | 87.44 | |
| IPW-SBackbone=DNN2025.12 | 78.27 | 0.4078 | 0.2063 | 0.3723 | 0.0357 | 78.25 | 88.2 | |
| ModifiedNBBase Model=LR2025.12 | 76.69 | — | — | — | — | 76.69 | 86.61 | |
| IPW-SYBackbone=DNN2025.12 | 74.38 | 0.3197 | 0.1304 | 0.2236 | 0.0388 | 74.37 | 85.34 | |
| LabelBias-DPBase Model=LR2025.12 | 72.93 | — | — | — | — | 72.05 | 80.6 | |
| FairMapBase Model=LR2025.12 | — | — | — | — | — | — | 42.41 |