Fairness metric evaluation on Jigsaw Toxicity (test)
0.374Correlation (Corr.)P3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| P3v selection=PSM and embedding vectors, Base Method=Accumulated Prediction Sensitivity2022.03 | 0.374 | 0.101 | |
| P2v selection=PSM, Base Method=Accumulated Prediction Sensitivity2022.03 | 0.358 | 0.097 | |
| P5v selection=gendered words and embedding vectors, Base Method=Accumulated Prediction Sensitivity2022.03 | 0.295 | 0.061 | |
| P4v selection=gendered words, Base Method=Accumulated Prediction Sensitivity2022.03 | 0.227 | 0.054 | |
| CFDescription=Counter-factual Fairness2022.03 | 0.214 | 0.022 | |
| P1Weighting=Uniform w and v, Base Method=Accumulated Prediction Sensitivity2022.03 | 0.117 | 0.007 |