Fair Regression on Law School Dataset
1.0032RMSEFair K
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Fair KProxy=Standard VAE2026.05 | 1.0032 | 0.3467 | 0.6869 | |
| OursProxy=Standard VAE2026.05 | 1.0032 | 0.2895 | 0.7155 | |
| WFRProxy=Standard VAE2026.05 | 1.0238 | 15.4846 | 0.0042 | |
| WFRProxy=Fair VAE2026.05 | 1.0241 | 0.4322 | 0.0043 | |
| OursProxy=Fair VAE2026.05 | 1.0266 | 0.0142 | 0.0099 | |
| Fair KProxy=Fair VAE2026.05 | 1.038 | 0.0003 | 0.0093 | |
| WFRProxy=SCM2026.05 | 1.0518 | 0.0885 | 0.005 | |
| OursProxy=SCM2026.05 | 1.0539 | 0.0084 | 0.0022 | |
| Fair KProxy=SCM2026.05 | 1.0861 | 0.0008 | 0.0011 |